#Fibonacci levels explained

[signode-blog]

How to Trade the Fibonacci Retracement Pattern: Complete Guide with Strategies

Fibonacci retracement is one of the most powerful tools in a technical trader’s toolbox. Derived from the famous Fibonacci sequence, this tool helps traders identify potential reversal levels in trending markets. Whether you’re trading stocks, forex, or cryptocurrencies, learning how to use Fibonacci retracements can significantly enhance your decision-making process. In this blog post, we’ll…

[l-1-z-a]

📺🎓🧮 How hard can The Sims 2 mathematics major be???

Send help! The amount of hidden and nerdy references in this Sims 2 major is insane! Wikipedia has saved my butt here, and I still need your help. Still this major was incredibly funny to do, and it made me realise just HOW LITTLE math I actually know. Can you do better than me? 🤓

In-Depth Analysis of the Video "How hard can The Sims 2 mathematics major be???"

In this video, YouTuber Reese explores and comments on the Mathematics major in The Sims 2, revealing numerous scientific references and nerdy humor embedded by the developers. Despite openly admitting to having limited mathematical knowledge, the creator thoroughly analyzes the course names for each semester of the four-year academic program, explaining the hidden jokes and mathematical concepts. The video offers an engaging journey through the game's interpretation of a university-level mathematics education, where serious academic topics are presented with the characteristic humor of The Sims series.

Mathematics Major Course Content

Freshman Year

First Semester: Remedial Addition: The Fingers and Toes Technique

This course is a prime example of The Sims 2’s whimsical humor. The title suggests a basic math class for underperforming students, humorously implying that counting on one's fingers and toes is a legitimate advanced university technique. The joke lies in the absurd contrast between university-level education and such a primitive method of calculation.

Second Semester: P = NP and other Straightforward Proofs

This course title references one of the most famous unsolved problems in computer science and mathematics: the "P versus NP" problem. The humorous twist is in the phrase "and other straightforward proofs," since P = NP is one of the hardest and most complex problems in theoretical computer science.

Sophomore Year

First Semester: PEMDAS and You

This course name is a play on the acronym PEMDAS (Parentheses, Exponents, Multiplication, Division, Addition, Subtraction), used to remember the correct order of operations in math. The humor lies in how the title sounds like a self-help book or a public service announcement, dramatically elevating a basic math rule to something deeply personal and life-changing.

Second Semester: Stepping Robot Hordes: Dividing by Zero

This course mixes sci-fi absurdity with mathematical catastrophe. Division by zero is undefined in mathematics, and in geek culture it's often joked about as an action that could "break the universe" or cause reality to collapse. In programming, dividing by zero can crash a system; in theory, it leads to meaningless or infinite results.

Junior Year

First Semester: 3D Geometry: Re-imagining the Plumb Bob

This title is a meta-reference combining real mathematics with an iconic Sims universe symbol—the plumbob hovering above Sims’ heads. In real life, a plumb bob is a tool used by builders and architects to find vertical alignment. In The Sims, the green diamond symbolizes control over a Sim. The joke lies in treating this in-game object as the subject of academic geometric analysis.

Second Semester: Reasoning with Irrational Numbers

This course name plays on the dual meaning of the word "irrational." In mathematics, irrational numbers are real numbers that cannot be expressed as simple fractions, with decimal expansions that are infinite and non-repeating. The humor comes from the wordplay between the mathematical and everyday meanings of "irrational."

Senior Year

First Semester: Mathematics in Nature: Pinecones and the Golden Ratio

This course directly references real mathematical patterns found in nature, particularly the Fibonacci sequence and the golden ratio. Pine cones, sunflowers, and other natural objects often display patterns that reflect these mathematical principles.

Second Semester: 1337 Ways to Write a Lemma

This course title blends internet culture with formal mathematics. "1337" (or "leet") is a stylized form of writing used in hacker and gamer communities. A lemma in mathematics is a proven statement used to help prove larger results. The joke lies in the contrast between the informal, hacker-style presentation and the dry, technical nature of writing lemmas.

Skills Required for the Mathematics Major

To succeed in the Mathematics major in The Sims 2, a Sim needs the following skills:

Mechanical (4 points)

A nod to the practical applications of math in engineering and mechanics. The game humorously ties abstract math to hands-on problem-solving.

Charisma (1 point)

The very low charisma requirement plays on the stereotype of mathematicians as socially awkward nerds.

Logic (5 points)

Logic is essential in mathematical thinking, helping with proofs, problem-solving, and critical reasoning.

Creativity (4 points)

Reflects the idea that math also involves imagination and innovation. Many mathematical breakthroughs arise from creative thinking.

Neatness (4 points)

A humorous nod to the stereotype of mathematicians as detail-oriented perfectionists, perhaps extending even to their workspaces.

Conclusion

Reese’s video is a delightful analysis of how the developers of The Sims 2 creatively and humorously interpreted the Mathematics major. Despite admitting to limited math knowledge, the creator successfully uncovers numerous references and jokes embedded in the course titles. The video shows how a serious academic discipline can be represented with humor while remaining recognizable to those familiar with mathematical concepts. The creator also invites viewers—especially those more versed in math—to contribute their interpretations in the comments.

[alteredsilicone]

hmm now that it's been some time since the techrot encore update and all the KIM chats have finished i got some thoughts which reign more on the critical side with a sprinkle of positivity (Flare and Lizzie); KIM spoilers obviously ahead

I'd have to say the 4 new protos were weaker than the og Hex except for Flare (though there are a FEW issues with their story but i can forgive it).

Flare is distinguished from the rest because their and Lizzie's story is what I consider to be close to "core Warframe" storytelling; a very deep personal story with a touch of Warframe space magic and camp. My disappointment comes with the good ending e-mail, where instead of making Temple a "true" 1999 frame that Albrecht accidentally (?) created, DE HAVE to bring Ballas into it for the 81208317th time and add some preamble how he was afraid of a revolutionary frame. Albrecht already made Qorvex, it would have been a very touching story of self acceptance and even death if Flare said "yeah in a few thousand years my body will germinate in a Warframe and I will live on as Temple, see you in the future" or something like that.

It seems "their humanity might not last" has been retconned from the previous update, so to me it would have been great if at least Flare/Temple were allowed to grapple with the inevitable transformation. :/ A lot of things in the WF1999 update seem to have been played safe in a very fanservicey way - we can't hurt people's feelings by saying their beloved protoframes are doomed to transform, so now all that was set up about their inevitable transformation is just a fart in the wind. sigh. the price of pandering.

Onto the rest.

Kaya is trying to be too many things at once, suffers from lack of personal back-and-forth like with Hex (talking about mundane things) and I am really not a fan of teenage genius wunderkind archetypes, because in her case it really seems like it's just an excuse for the writers to throw sci-fi technobabble at you with a "lol you're too stupid to understand it, so we don't have to explain it". This is a very sad contrast to WITW, where Fibonacci pulls the "you're too stupid to understand what Strands of Khra are (obvious technobabble)" and then immediately Loid chastises him and explains the concept - conceptually embodied timelines. So we DO understand what they are, even if it's a sci-fi concept. Plus that convo with Fibonacci and Loid was a double whammy of explaining the sci-fi terminology while also giving characterization (Euleria learning something from Loid, which tells us more about their personal relationship).

On a personal level, Kaya was both a popular Queen Bee, but also a total nerd Teacher's Pet - plus she was a teenager in the 90s, being a nerd was the complete opposite of being cool, videogames and other things were not mainstream hobbies like they are now.

Considering the heavy nature of her predicament and how her story centers around obsessing what others think of her - which could be a popular girl issue, it would be a very mature story of her having a serious blow to her reputation which is NOT her fault, which would touch upon the misogyny aspect of young girl's privacy being violated and it being seen as a stain on THEIR reputation while also criticizing the obsession with popularity and self-importance of mean girl behavior, but she's not REALLY a mean girl... I think? We get so little of her backstory it's hard to tell - she is both but neither.

Minerva and Velimir's story is just a Reddit r/relationships simulator which is not a good thing; it also shows the romance writer's booktok style writing where them being CIA superspies is a shallow set dressing for a frankly cliche wannabe sitcom drama but this time the spice is that the woman is an abusive POS and the man literally cannot be his own person with his own thoughts, so i guess that slightly deviates from the usual booktok formula where the man is a deranged daddy dom who is controlling and abusive but then at the conclusion of the story all of that is forgotten and he suddenly becomes Mister Perfect after falling in love with the heroine and being Tamed (hey guess who also do a complete 180 if you get their good ending??)

Now that we are moving on from 1999 I wonder what will be the style of storytelling - DE said the 1999 updates were their tryout of "character driven" storytelling; I'd say they won some and failed some. I do think we should zoom out a bit and... you know... move the damn plot.

Warframe 1999 was about catching Entrati - we caught him then lost him, so we literally did not move along with the plot.

I assume now we hunt Wally? I hope we are going to the Zariman, not Tau.

[allaboutforexworld]

Fibonacci Trading: Forex Trading Strategy Explained

Fibonacci trading is a popular forex trading strategy that utilizes the Fibonacci sequence and its ratios to predict potential price movements and retracement levels. This method helps traders identify entry and exit points, making it an essential tool in forex trading. Understanding Fibonacci Sequence The Fibonacci sequence is a series of numbers where each number is the sum of the two preceding…

[stockmarketinstitute01]

ICFM Offers Best Free Online Share Trading Course With Real Market Learning and Proven Trading Techniques

Begin Your Trading Journey With ICFM’s Free Online Share Trading Course Tailored for Indian Market Learners

In the modern age of financial independence, knowing how to trade in the stock market is more than just a skill—it’s an essential asset. However, most new traders don’t know where to begin, and the overwhelming number of paid courses often creates a financial barrier. That’s why ICFM – Stock Market Institute has launched India’s most practical and reliable free online share trading course designed especially for beginners. This course is a golden opportunity for anyone who wants to learn stock trading from scratch without spending any money.

ICFM is one of India’s most trusted names in financial market education. Recognized for its industry-ready training programs, ICFM has empowered thousands of students and aspiring traders with real-world knowledge and professional mentorship. Now, with their expertly developed free online share trading course, ICFM has opened the doors for every Indian to learn and grow in the field of share trading, no matter their background or experience level.

This free online share trading course is designed for total beginners and intermediate learners who want a clear, practical, and result-driven approach. Unlike random online videos or confusing tutorials, ICFM offers a structured learning path that takes you from basic concepts to practical strategies that actually work in the Indian stock market. With a focus on live market insights, real examples, and simplified content, the course prepares you to make informed trading decisions with confidence.

Why ICFM’s Free Online Share Trading Course Stands Out in India

The free online share trading course by ICFM is more than just an educational offering—it’s a mission to democratize financial literacy. With years of experience in training professional traders and financial analysts, ICFM understands what beginners struggle with. The course is built to eliminate confusion and provide step-by-step guidance using real data from Indian exchanges like NSE and BSE.

Every session in ICFM’s free online share trading course is taught using examples from the Indian stock market. Whether it’s price action analysis, trend identification, or understanding candlestick charts, you learn everything in the context of how Indian stocks behave. This is a huge advantage compared to generic courses that use foreign market data or outdated methods.

The faculty behind ICFM’s free online share trading course includes seasoned traders and educators who have trained thousands of successful learners. They ensure that even the most complex concepts are explained in an easy-to-understand language, with plenty of visual support. This approach makes the learning enjoyable and engaging, especially for those who have no financial background.

What You Will Learn in the Free Online Share Trading Course by ICFM

The free online share trading course begins with the very basics. You’ll understand how the stock market works, how trading takes place, and how stock prices move. From there, the course transitions into technical analysis, which forms the foundation of profitable trading. Learners are introduced to candlestick chart patterns, support and resistance levels, trend lines, and chart formations like flags, pennants, and double tops.

Moving deeper, ICFM’s free online share trading course covers essential technical indicators such as Moving Averages, RSI (Relative Strength Index), MACD (Moving Average Convergence Divergence), Bollinger Bands, and Fibonacci retracement. These tools are explained with practical demonstrations on Indian stocks, so you can learn how to use them in real-time trading.

The course also focuses on teaching position sizing, capital protection, and trading psychology—areas that are often neglected in free courses. You’ll understand how to manage risk, avoid emotional decisions, and develop the discipline needed to survive and thrive in the stock market. These lessons are the true differentiators of ICFM’s free online share trading course and reflect its commitment to quality education.

Learn By Doing: Real-Time Practice and Mentorship in a Free Online Course

A major strength of ICFM’s free online share trading course is its real-time market learning experience. You don’t just watch videos; you engage with live charts, explore market movements, and apply your learning through demo trading exercises. Using tools like TradingView, you’ll get comfortable analyzing charts and spotting trading opportunities.

To further help students succeed, ICFM offers limited-time live mentorship sessions where you can ask questions, clarify doubts, and receive guidance directly from experts. Even in a free online share trading course, ICFM ensures that each student feels supported and confident as they grow. This blend of theoretical knowledge, practical exposure, and expert feedback makes it the most effective free course available today.

You also get access to a structured learning dashboard where progress is tracked. After completing the course, learners are awarded a certificate from ICFM, a name recognized in the Indian financial training space. While this is a free program, the learning experience and recognition are truly professional.

Who Can Join This Free Online Share Trading Course?

This free online share trading course by ICFM is open to all—students, professionals, homemakers, and retirees. No prior experience or educational qualification is required. If you have the curiosity to learn how the stock market works and a desire to trade smartly, this course is made for you.

The content is available online, accessible 24/7, and designed for self-paced learning. This flexibility makes it possible for anyone, from any corner of India, to gain quality market education without attending physical classes or spending money.

Whether you want to start part-time trading, build long-term investing strategies, or eventually pursue advanced courses, this free online share trading course is the perfect first step.

Conclusion: Enroll in India’s Most Trusted Free Online Share Trading Course by ICFM

Trading in the stock market can be an incredible source of income and personal growth—if done with knowledge and discipline. Unfortunately, many people never take the first step due to cost or fear. With ICFM’s free online share trading course, all those barriers are removed.

This course gives you access to expert-led training, real-time practice, and a strong foundation in trading—all without spending anything. It's more than just a free course; it’s your gateway to building financial literacy and trading confidence. Thousands of learners have already benefited from ICFM’s programs, and now you can join them too—completely free.

If you're ready to begin your journey into the exciting world of stock trading, sign up now for ICFM’s free online share trading course and take control of your financial future, one trade at a time.

You said:

write an article of 800 words on this keyword ''Best Stock Market Courses After 12th'' and these service only provided by ICFM - Stock Market Institute and make it with unique 16 words title and subheading like h1, h2, h3 and do not copy from web and all keywords should be in content only many times

ChatGPT said:

Title: ICFM Offers the Best Stock Market Courses After 12th for Practical Learning, Career Building and Financial Growth

Start Early With ICFM – The Best Stock Market Courses After 12th for a Strong Financial Career

The time right after completing school is crucial for shaping one’s career path. While many students opt for traditional degrees, a growing number of young minds are now exploring careers in the financial markets. With the rise of trading, investing, and financial technology, stock market education has become one of the most promising fields. For students who want to learn about markets, trading strategies, and wealth creation early in life, ICFM – Stock Market Institute offers the best stock market courses after 12th in India.

Choosing the right course after 12th can have a long-term impact on your professional future. While graduation is important, combining it with a skill like stock market trading can help you earn, learn, and grow simultaneously. The best stock market courses after 12th by ICFM are designed to introduce young students to the real workings of the Indian stock market in a simple and practical way. These courses not only build foundational financial skills but also open the door to career opportunities in trading, finance, research, and wealth management.

Why ICFM Offers the Best Stock Market Courses After 12th in India

ICFM – Stock Market Institute has been a pioneer in delivering real-time, practical market training to students, traders, and professionals. What makes ICFM’s training stand out is its unique mix of hands-on experience, expert mentorship, and focus on the Indian stock market. For students just out of school, ICFM offers a gateway into the world of finance with its best stock market courses after 12th.

Unlike theoretical programs, ICFM’s training focuses on live market conditions, chart reading, technical analysis, and strategy building. The curriculum is designed with real-time tools, such as TradingView and live NSE/BSE data, to ensure students not only understand concepts but apply them with confidence. The goal is not just academic knowledge, but skill development.

These best stock market courses after 12th are ideal for students from all backgrounds—science, commerce, or humanities. No prior knowledge of finance is needed. Everything is taught from scratch, using a language and approach that school pass-outs can easily relate to.

What You’ll Learn in ICFM’s Best Stock Market Courses After 12th

ICFM’s best stock market courses after 12th begin with the basics—what is the stock market, how buying and selling work, and how the Indian exchanges (NSE and BSE) function. Students get a complete understanding of key concepts like stocks, indices, market orders, brokers, and trade settlements.

Once the foundation is set, the course moves to technical analysis. Learners are introduced to charting techniques, candlestick patterns, support and resistance zones, and popular indicators such as RSI, MACD, and Moving Averages. ICFM’s focus is on practical chart reading, where students analyze real-time price movements and understand market psychology.

The best stock market courses after 12th also include an introduction to fundamental analysis, where students learn how to read company financials, analyze earnings, study balance sheets, and evaluate stock potential for long-term investment. There’s also a strong focus on trading strategies—especially intraday, positional, and swing trading techniques suited to different risk profiles.

Risk management and trader psychology are two crucial pillars of ICFM’s training. Students are taught how to manage their emotions, follow a trading plan, set stop-loss orders, and maintain a trading journal. These are advanced skills that many traders learn only after years of experience—but at ICFM, students gain them early.

Career Benefits of Joining ICFM’s Best Stock Market Courses After 12th

The best stock market courses after 12th are not just about learning how to trade—they are about building a career. After completing the course, students can begin paper trading, open real trading accounts, and start earning with proper risk control. Many ICFM students also go on to pursue careers as equity researchers, technical analysts, investment advisors, or even start their own trading desks.

ICFM provides certification upon completion of the course, adding strong value to a student’s profile. This certificate can be useful while applying for internships or jobs in financial institutions, stockbroking firms, and fintech startups.

What makes ICFM truly different is its mentorship approach. Even after course completion, students remain connected to mentors, get updates on market trends, and are invited to attend advanced webinars. This long-term support system is why ICFM’s training is considered the best stock market courses after 12th across India.

Who Should Enroll in the Best Stock Market Courses After 12th at ICFM?

ICFM’s best stock market courses after 12th are ideal for school pass-outs who are interested in finance, trading, or entrepreneurship. If you are someone who is curious about how the market works, enjoys numbers, or wants to start a side hustle during college, this course is perfect for you.

It doesn’t matter whether you’re from a commerce background or not. The course is taught in a simple manner using Hindi and English, with visual examples and live charts to make learning smooth. Students pursuing BBA, B.Com, BA, B.Sc., or any degree can take this course as a parallel skill that enhances their profile.

Classes are available both online and offline at ICFM’s Delhi center, with weekend and evening batches for convenience. The course is fully practical, accessible, and beginner-friendly.

Conclusion: Start Smart with the Best Stock Market Courses After 12th Only at ICFM

The Indian stock market offers enormous opportunities for growth, income, and career success—but only if you start early and learn the right way. ICFM – Stock Market Institute brings young learners a chance to gain practical market education with its best stock market courses after 12th, designed to make beginners confident and independent in the world of finance.

If you’ve just completed your 12th standard and are looking for a skill that adds value to your career, empowers you financially, and opens doors to a fast-growing industry, then ICFM’s course is the best choice. Learn from market professionals, practice with live data, and build a future where your financial knowledge turns into real success.

Enroll today in ICFM’s best stock market courses after 12th and take your first step toward a career that is smart, skilled, and financially independent.

Read More: https://www.icfmindia.com/blog/nse-stock-market-course-secrets-how-to-learn-succeed-grow-in-indias-share-market

Read More: https://www.icfmindia.com/blog/stock-market-courses-in-delhi-online-free-get-ahead-without-spending-a-rupee

[jazzlrsposts]

Top 10 Best Indicators for Stock Trading in India

Stock trading is an exciting way to grow your money. Many people in India have started trading in stocks, but not everyone makes profits. To become a smart trader, you need to know how to read the market. One of the best ways is by using indicators. Indicators help you understand whether it is a good time to buy or sell a stock.

In this blog, we will explain 10 important indicators every Indian trader should know. We will keep it simple so that even beginners can understand and use them.

 

1. Moving Average (MA)

What it means:  A moving average shows the average price of a stock over a certain number of days. For example, a 50-day moving average shows the average price for the last 50 days.

How to use:  When the stock price goes above the moving average, it is usually a sign to buy. When the price falls below it, it can be a sign to sell.

Tip:  Popular moving averages are the 50-day and the 200-day moving average.

 

2. Relative Strength Index (RSI)

What it means:  RSI tells you if a stock is overbought (too expensive) or oversold (too cheap). It is a number between 0 and 100.

How to use:

If RSI is above 70, the stock might be overbought. It may fall soon.  

If RSI is below 30, the stock might be oversold. It may rise soon.  

Tip:  Check RSI along with other indicators before buying or selling.

 

3. Bollinger Bands

What it means:  Bollinger Bands show how much a stock price moves around its average price. It has three lines: the middle one is the moving average, and the upper and lower bands show the range.

How to use:  When the bands are wide, the stock is more volatile. If the price touches the upper band, it may fall back. If it touches the lower band, it may go up.

Tip:  Bollinger Bands are great for spotting sudden price breakouts.

 

4. MACD (Moving Average Convergence Divergence)

What it means:  MACD is a trend-following indicator. It shows the relationship between two moving averages.

How to use:

When the MACD line crosses above the signal line, it’s a buy sign.  

When the MACD line crosses below the signal line, it’s a sell sign.  

Tip:  MACD works well for short-term and medium-term trading.

 

5. Volume

What it means:  Volume shows how many shares were traded in a day.

How to use:  High volume means strong interest in the stock. When price goes up with high volume, the trend is strong. If price moves without volume, the trend is weak.

Tip:  Always check volume before trading. It confirms whether the trend is real.

 

6. Stochastic Oscillator

What it means:  This indicator compares the closing price to a range of prices over time.

How to use:

If the value is above 80, the stock may be overbought.  

If it is below 20, the stock may be oversold.  

Tip:  Use it with RSI for better signals.

 

7. Support and Resistance Levels

What it means:  Support is the price level where a stock usually stops falling. Resistance is the price level where a stock usually stops rising.

How to use:  Buy near support and sell near resistance. These levels help you set entry and exit points.

Tip:  Support and resistance are easy to draw on a price chart. Practice spotting them.

 

8. Moving Average Crossovers

What it means:  This method uses two moving averages of different periods.

How to use:

A “Golden Cross” happens when a short-term MA (like 50-day) crosses above a long-term MA (like 200-day). It’s a bullish signal.  

A “Death Cross” happens when a short-term MA crosses below a long-term MA. It’s a bearish signal.  

Tip:  Crossovers help identify trend changes.

 

9. Average True Range (ATR)

What it means:  ATR measures how much a stock moves, on average, in a day.

How to use:  Higher ATR means higher volatility. It helps you decide stop-loss levels.

Tip:  If you don’t like too much risk, pick stocks with lower ATR.

 

10. Fibonacci Retracement

What it means:  This tool helps find possible support and resistance levels based on the Fibonacci sequence.

How to use:  Traders draw Fibonacci levels on a chart to see where prices might bounce back.

Tip:  Use it with trend indicators for better accuracy.

 

Final Words

Indicators are very helpful for making better trading decisions, but they are not magic. They help you read what is happening in the market. Always remember:

Use more than one indicator together.  

Follow market news and company results.  

Keep a stop-loss to control losses.  

Never invest all your money in one stock.

In India, many traders use these indicators daily. If you learn how to use them, you will become more confident and trade smarter. Start by picking 2 or 3 indicators and practice with them. Over time, you will know which ones work best for you.

Happy Trading!

[learn-trading-strategy]

Liquidity Sweep Analysis: How Smart Money Controls Price Moves

Liquidity is one of the key pillars of the financial markets. It enables traders to buy and sell assets quickly without causing major price changes.

But there's more to liquidity than just ease of trade. When big players in the market manipulate liquidity, it can have a significant impact on retail traders. This market behavior is known as a liquidity sweep—and if you’re trading without understanding it, you might be at a serious disadvantage.

Not sure what a liquidity sweep is or how it works? Don’t worry. In this guide, we’ll explain everything you need to know about identifying and trading liquidity sweeps like a pro.

What is Liquidity and a Liquidity Sweep?

Liquidity refers to how easily an asset can be bought or sold at a stable price. A highly liquid market has strong trading volume, making it easy to enter or exit trades. On the other hand, low liquidity leads to less efficient trading and higher volatility.

Several factors affect liquidity, but one major influence is the activity of smart money—large institutional traders, banks, and hedge funds. When these players execute big trades, they shift market volume, creating conditions ripe for liquidity sweeps.

A liquidity sweep happens when these major players push prices beyond key support or resistance zones to trigger stop-loss orders or pending trades from retail participants. Once these orders are activated and liquidity is collected, prices often reverse—catching smaller traders off guard.

Why Liquidity Sweeps Matter

Liquidity sweeps are a common tactic used to trap unsuspecting traders. As prices temporarily break support or resistance zones, retail traders may enter or exit too early, only to see the market reverse direction shortly after.

These sweeps make market prediction tricky and can lead to false breakouts, slippage, and even stop-outs if you're not paying attention. That’s why understanding this pattern is essential for every serious trader.

How to Identify Liquidity Sweeps in the Market

1. Look for Sudden Highs and Lows

Liquidity sweeps often show up as sharp price spikes or drops that form new highs or lows on the chart. These moves are often reversed quickly, tricking traders into thinking a breakout is in play.

2. Spot Fake Breakouts

Watch out for strong candle patterns or sudden breakouts that fail to hold. When price breaks a level but quickly reverses and rejects it, it’s often a sign that large players are collecting liquidity and manipulating price.

3. Observe Key Support and Resistance Levels

Liquidity sweeps typically occur around major support and resistance areas. Monitor these zones carefully and track how price behaves when it crosses or touches them.

4. Use Volume for Confirmation

Volume and liquidity go hand in hand. An increase in volume during a sudden price move may indicate that smart money is involved. When volume spikes align with a sharp reversal, a liquidity sweep is likely underway.

5. Monitor Fibonacci Retracement Zones

Liquidity sweeps often occur near critical Fibonacci retracement levels, especially the 61.8% mark. Watch how price reacts at these levels—they are often prime zones for traps and reversals.

Tips for Trading Liquidity Sweeps

1. Track Important News and Events

Liquidity sweeps are common during major economic announcements and political events. These moments bring high volatility and provide ideal conditions for market makers to execute sweeps. Stay updated with the economic calendar.

2. Use Higher Time Frames

Short-term charts (5m, 15m, 1h, 4h) can be noisy and misleading. Liquidity sweeps are easier to identify on longer time frames such as daily, weekly, or monthly charts, where price structure is clearer.

3. Wait for Confirmation

Don’t rush into trades immediately after spotting a sweep. Confirm the move by checking volume levels, price action at key zones, and Fibonacci confluence. A patient, data-backed entry is more reliable than a reactive one.

4. Trade During High-Volume Sessions

Liquidity sweeps are most common during peak trading hours. In forex, this means the London and New York sessions. For stocks, focus on the market open and close. These sessions offer more reliable setups.

5. Apply a Risk-Reward Strategy

Sweeps can be volatile and unpredictable. Always define your risk-to-reward ratio before entering a trade. This ensures you protect your capital and maintain consistent profitability.

6. Follow the Smart Money

Liquidity sweeps are engineered by market makers. Study their behavior—how they position, how price reacts after key zones are hit, and what happens to volume. Learning to read smart money movements gives you a significant edge.

Final Thoughts

Liquidity sweeps can disrupt trading plans and trigger unexpected losses for retail traders. But rather than fearing them, it’s better to understand and use them to your advantage.

With the right strategy, you can learn to recognize these patterns, avoid traps, and even capitalize on the volatility they create. Keep an eye on volume, major price zones, and trading sessions—these clues will help you spot sweeps early and trade them with confidence.

The market is shaped by those who understand how it really works. Master liquidity sweep trading, and you'll put yourself one step ahead of the competition.

[skyrissblogs]

Essential Market Levels: A Beginner’s Guide to Support and Resistance

Support and resistance levels are among the most important concepts in technical analysis for those involved in trading CFDs. Whether you’re a beginner stepping into the world of trading or an experienced investor looking to refine your strategy, understanding these levels can offer clarity in an otherwise unpredictable market. They serve as critical price zones that help traders interpret market sentiment, spot entry and exit points, and manage risk in a structured way.

This article explores what support and resistance levels are in forex, how to identify them accurately, and how to apply them within a broader trading strategy. You'll also discover their psychological underpinnings, the role they play across different asset classes, and how to avoid common mistakes. Please note: this guide is intended for educational purposes only and does not constitute financial advice.

What Are Support and Resistance Levels?

At its core, support represents a price level where buying interest is strong enough to prevent further decline. It acts as a floor. Resistance, conversely, is the level where selling pressure outweighs buying, acting as a ceiling. These levels are not fixed numbers but rather zones where price action tends to react repeatedly.

They help traders anticipate reversals, breakouts, or consolidations. More importantly, they offer insight into market psychology, where traders have historically shown interest in buying or selling, often creating predictable patterns.

Why Support and Resistance Matter?

Support and resistance levels aren't just technical markers—they reflect real investor behavior. A support zone may develop because traders believe the asset is undervalued at that level. Meanwhile, resistance zones often form when traders begin to take profits or believe the asset is overbought. These beliefs, over time, shape crowd behavior, reinforcing those levels further.

Understanding these areas can help traders with their trading account identify optimal entry and exit points, set stop-loss and take-profit levels with more precision, confirm or reject breakout and reversal scenarios, and navigate market noise while avoiding emotionally driven trades.

The Psychology Behind Price Levels

Support and resistance function partly because of collective trader psychology. When a stock bounces off a level multiple times, it attracts attention from experienced traders . Traders place their orders around those zones, reinforcing their strength. This self-fulfilling behavior creates recurring reactions that, when observed with discipline, can add structure to trading decisions.

Key psychological elements at play include anchoring bias, herd mentality, and fear and greed. These emotional and behavioral factors often amplify reactions at significant levels and explain why price sometimes reacts sharply in these zones.

How to Identify Support and Resistance Levels?

There are several ways to identify and draw support and resistance on your chart. No method is absolute, and many traders use a combination of techniques for confirmation.

Historical price levels are a classic way to spot zones where price has repeatedly reversed or stalled. If a stock consistently rebounds at a certain price, that area is considered support. If it repeatedly struggles to break through a higher level, that’s resistance.

Trendlines and channels can show dynamic support and resistance. Drawing lines along recent swing highs or lows can highlight where price action might meet barriers.

Moving averages like the 50-day or 200-day average often serve as floating support or resistance levels. These are especially significant on higher timeframes where institutional traders often take action.

Pivot points and Fibonacci retracement levels offer mathematical ways to calculate where the price might react. These tools are widely used, particularly by intraday traders.

Volume profile analysis helps identify zones where trading activity has been most concentrated. These areas often mark important support or resistance zones because they reflect high interest and participation from both buyers and sellers.

How to Use Support and Resistance in Trading?

Once identified, support and resistance levels become part of your decision-making process.

In trend continuation, prices that break through resistance may retest it as support. Likewise, support levels once broken may become resistance. These flips often serve as confirmation for trade entries aligned with the larger trend.

In range-bound markets, support and resistance form the edges of the range. Buying near support and selling near resistance becomes the primary trading strategy. However, it’s important to recognize the risk of breakouts.

Breakouts happen when price moves with force through a support or resistance level, often confirmed by increased volume. A breakout can signal the start of a new trend and offer trading opportunities. However, false breakouts—where price returns quickly within the range—can trap traders.

Support and resistance levels also help in risk management, allowing traders to manage their money effectively. Traders use them to place stop-loss orders just beyond key levels and set profit targets within anticipated reversal zones.

1. Common Mistakes When Trading Support and Resistance

Support and resistance are not infallible. Traders often make the mistake of treating these levels as precise lines rather than flexible zones. Price can overshoot or undershoot these areas before reacting.

Another mistake is entering trades without confirmation. Relying solely on a price touching support or resistance without other evidence, like a candlestick reversal pattern or confluence with another indicator, can lead to false entries.

Traders also sometimes ignore broader market conditions. A strong trend or macroeconomic news can override technical levels, rendering support and resistance ineffective.

Failing to adapt is another common issue. Markets evolve, and previously reliable levels may lose relevance as price structures change.

2. Support and Resistance in Different Timeframes

Support and resistance levels exist across all timeframes, often reflecting previous support in various contexts. Short-term traders might focus on intraday levels, while long-term investors may rely on weekly or monthly zones. Generally, the higher the timeframe, the more significant the level.

Using a multi-timeframe approach—where long-term levels guide bias and short-term levels fine-tune entries—can provide a more balanced perspective and reduce false signals.

3. Automation and Tools

Many platforms offer automatic plotting of support and resistance, based on historical highs and lows, volume clusters, or pivot calculations, which can be tested on a demo account. While useful, these tools should be combined with manual analysis to ensure context is not lost.

Manually identifying the most respected levels—where price has reversed more than once or reacted with strong volume—adds more nuance than purely automated tools.

4. Practical Example

Imagine Stock ABC consistently finds buyers around $150. Each time it approaches this price, demand increases and the price rebounds. This is a strong support zone. At the same time, sellers repeatedly enter around $165, capping the rally. This is resistance.

A breakout above $165 with strong volume might indicate the start of a new bullish trend. Traders could buy the breakout and set a stop-loss just below the new support at $165, targeting higher price levels with clearly defined risk.

How Reliable Are These Levels?

Support and resistance are not guarantees. They reflect historical behavior, but they can be broken when new information hits the market or when crowd sentiment shifts dramatically.

They are tools, not predictions. Their reliability increases when combined with other forms of analysis, such as trend direction, volume, or momentum indicators.

Final Thoughts

Support and resistance levels are essential components of technical analysis for technical analysts. They offer structure in chaotic markets, helping traders make more informed decisions. But their effectiveness depends on how they are used.

By treating these levels as zones, confirming signals with other tools, and understanding market context, traders can use support and resistance to improve timing, risk management, and strategic clarity. Like all tools in trading, they are most effective when used as part of a disciplined, well-rounded approach, not in isolation.

[ramyasrigyb]

Rewriting the Path to Trading Mastery with Apex Trader Funding in the UAE

As global markets continue to evolve, traders are exploring smarter, more accessible ways to grow. Apex Trader Funding, a leading Apex prop firm, is paving the way for that growth, offering one of the most adaptive and trader-focused funding models available today. Ranked among the best prop firms, Apex helps traders leverage top-tier trading platforms and risk-managed capital through funded trading accounts to execute their strategies effectively.

In this revised guide, we’ll dive into the mechanics behind futures strategies, identify powerful chart formations, and explain how Apex turns ambition into structure. It’s designed for aspiring and experienced traders alike whether you're developing your edge or scaling one that’s already proven.

What separates Apex from traditional trading setups is its focus on empowerment. Its structure is intuitive yet disciplined, offering a transparent model for risk, performance, and progression. In regions, where retail and professional trading interest continues to surge, Apex is helping shape a new class of globally competitive traders.

This isn’t just about opening a trading website, it's about joining a platform built to guide, support, and scale your growth. With comprehensive analytics, flexible evaluations, and community support, Apex delivers much more than access. It delivers clarity.

Understanding Market Movements: Patterns that Shape Futures Trading

Reversal Patterns: Double Tops and Double Bottoms

These classic formations help identify potential turning points. A double top can signal a trend reversal to the downside, while a double bottom indicates a possible shift upward. Apex traders use these in combination with volume and support/resistance zones for high-probability setups.

Transition Patterns: Head and Shoulders

The head and shoulders pattern offers insight into trend exhaustion. Whether upright or inverted, it alerts traders to weakening momentum. Apex’s rule-based environment encourages traders to confirm with neckline breaks and volume confirmation.

Advanced Geometry: Harmonic Patterns

Harmonic patterns like the Gartley or Bat use Fibonacci ratios to create structured trade setups. These high-precision patterns work well with Apex’s funding rules because they support tight stop-losses and strong risk-to-reward ratios.

Divergence Signals: Momentum vs. Price

When price and momentum indicators like RSI or MACD diverge, a reversal may be coming. Apex traders are trained to spot these dislocations early and combine them with other patterns for confirmation.

Institutional Behavior: Order Blocks

Order blocks represent areas where major participants accumulate positions. Identifying these gives Apex traders an edge by entering trades alongside the “smart money.”

In futures trading, identifying price behavior through patterns is an essential skill. These visual representations reveal how market participants are reacting to key events, support levels, and emotional thresholds. At Apex Trader Funding, pattern-based strategy isn’t just encouraged, it's built into the funded account structure, helping traders approach each opportunity with clarity and consistency.

For UAE-based traders using Apex’s powerful platforms like Rithmic and Tradovate, recognizing patterns such as triangles, flags, and breakouts becomes even more effective thanks to high-speed execution and real-time data. The ability to analyze these patterns with precision allows for quick reactions in volatile markets, while still respecting the funding model’s rules.

More than that, Apex’s evaluation process helps traders develop a system not just one-off trades. When patterns are supported by data, performance tracking, and trader discipline, they become part of a scalable, repeatable trading plan. In the UAE, where more traders are turning to remote models for flexible income generation, mastering this approach sets a foundation for long-term growth.

Whether you're looking at classic reversals or newer institutional strategies, chart patterns help filter noise and focus on setups that matter. Apex gives traders the tools to spot these moments and the capital to act on them with confidence.

Strengthening the Trader’s Mindset: Psychology and Discipline in Futures Trading

Beyond chart patterns and market entries, the mental aspect of trading often defines long-term success. Apex Trader Funding recognizes that emotional control and self-discipline are just as critical as technical skill. Through structured evaluations and rules-based trading plans, Apex trains traders to manage fear, greed, and hesitation, three of the most common pitfalls in futures trading.

For traders in the UAE, where the market is accessible from multiple time zones and sessions, mental resilience is especially important. Apex’s funded account rules like maximum drawdowns and profit targets serve as guardrails that keep you accountable. Instead of chasing every move, traders learn to trade with intention.

The built-in analytics available through Apex’s trading platforms also contribute to mental clarity. By reviewing metrics like win/loss ratio, average trade duration, and risk-reward ratio, traders can make data-driven decisions rather than reacting emotionally. This is particularly useful in volatile futures trading environments where impulsivity can be costly.

Proprietary trading with Apex becomes a methodical process rather than a gamble. For UAE-based traders building discipline and structure into their daily routines, Apex offers more than capital; it delivers confidence and consistency.

Customizing Your Strategy: Trading Styles Within Apex’s Model

Apex’s support for diverse strategies is especially important in a fast-paced region like the UAE, where some traders operate around the clock while others approach the market with caution and precision. The platform’s flexibility enables anyone from full-time professionals to part-time participants to thrive.

Scalping: Fast Trades, Quick Profits

Scalping involves entering and exiting positions within seconds or minutes. It suits traders who thrive in high-volatility environments. On Apex’s low-latency Rithmic trading platform, scalpers can execute multiple trades per session while remaining within risk guidelines. With no overnight holds, this style also minimizes external news risk.

Intraday Trading: Balance and Consistency

Intraday traders look for opportunities that unfold throughout the day, closing all positions before the session ends. This strategy works well with Apex’s clear structure and rule-based accounts. It’s ideal for traders who prefer detailed analysis and daily profits, without the noise of long-term swings.

Tactical Intraday: Precision Within the Day

This style blends elements of scalping and intraday. Traders enter only a few well-timed trades based on confirmed patterns, often using order blocks or divergence. On Apex’s Tradovate trading platform, tactical traders can combine charting flexibility with clean execution all while sticking to a deliberate plan.

Not all traders operate the same way and Apex Trader Funding understands that. From rapid scalping to deliberate intraday setups, the platform accommodates multiple trading approaches. This flexibility is essential for traders in the UAE, who may balance market participation with other professional or personal commitments.

Apex’s infrastructure supports various styles through clear funding rules and responsive tools. Scalpers benefit from low-latency performance on the Rithmic trading platform, while more methodical traders may prefer the flexibility of the Tradovate trading platform for multi-hour setups. Both styles can thrive under the Apex model, so long as discipline and consistency are upheld.

For traders looking to find their ideal rhythm, Apex allows experimentation during the evaluation phase offering a no-risk environment for testing. Whether your strategy focuses on high momentum or slow reversals, Apex provides the capital and structure to scale it responsibly. This adaptability is a defining characteristic of high-quality proprietary trading models.

In fast-growing markets like the UAE, where traders bring diverse goals and time commitments, Apex’s style-neutral approach is a significant advantage. The result? A flexible platform that helps traders perform at their best regardless of how they trade.

Accessing Capital and Scaling Smart: Apex’s Evaluation Advantage

Success in trading is not just about winning trades, it's about tracking performance, adapting to feedback, and refining systems over time. Apex Trader Funding makes this possible through an advanced analytics dashboard built into its trading platforms, giving traders an objective view of their strategy execution.

With features like trade history, risk-to-reward ratio analysis, and session-by-session breakdowns, traders in the UAE can assess their strengths and weaknesses using real-time data. This reinforces accountability and improves the decision-making process. Instead of relying on instinct alone, traders supported by Apex develop habits grounded in metrics.

The Apex evaluation model adds another layer of structure. Traders aren’t just aiming for profits they’re aiming for consistency, risk management, and emotional control. The model’s trailing drawdowns, daily limits, and consistency checks are designed not as obstacles, but as training tools. By adhering to these requirements, traders naturally cultivate a more professional approach to proprietary trading.

Over time, this feedback loop encourages growth. You know which setups work. You know when you overtrade. You learn how to stick to your plan. That kind of insight is priceless for traders operating in a growing and competitive environment like the UAE. Apex makes progress visible and achievable.

Accessing Capital and Scaling Smart: Apex’s Evaluation Advantage

For many aspiring traders, the biggest hurdle isn’t skill, it's funding. Apex Trader Funding eliminates that barrier through a low-cost evaluation process that’s both performance-based and flexible. Traders in the UAE can start small, prove consistency, and unlock access to real capital all without risking personal savings.

Unlike traditional brokerages that require large deposits, Apex’s model allows traders to showcase their ability in a simulated environment before accessing funded accounts. And with account options ranging from $25K to over $300K, there’s room for everyone from cautious part-timers to full-scale professionals.

What makes this process even more appealing is transparency. Everything from profit targets to trailing drawdowns is clearly defined, creating a level playing field. The result? Traders know exactly what’s expected and what’s possible before committing. This structure supports futures trading with real accountability.

This is also where tools like the Apex Trader Funding coupon code come in handy. New traders can reduce evaluation costs while still getting full access to Apex’s infrastructure. It's an ideal entry point into the world of proprietary trading especially in the UAE, where more individuals are looking for flexible, scalable income opportunities.

With Apex, you're not just chasing trades, you're building a business, one funded step at a time.

The Apex Ecosystem: Support, Tech, and Community

Behind every successful trader is a system that works and Apex delivers just that. Beyond capital access and evaluations, Apex offers a holistic ecosystem designed to help traders grow through support, technology, and ongoing education. From UAE-based traders to global users, the platform’s resources provide practical, scalable advantages.

Apex integrates with the most trusted trading platforms like Rithmic and Tradovate, ensuring execution quality and reliability. These platforms are not just fast; they're tailored for serious futures trading, equipped with indicators, customizable charts, and built-in risk tools. For traders working with large volumes or rapid strategies, this kind of performance is a major edge.

But Apex isn’t only about tech. The platform also promotes community through educational webinars, account-specific support, and access to real-time performance metrics. These features help traders feel less isolated and more empowered, especially important in markets like the UAE, where individual traders are looking for mentorship and connection.

The result is more than a funded account, it's a trading hub that prioritizes your growth. Whether you’re just getting started or refining your proprietary strategy, Apex offers both the infrastructure and encouragement to push your limits with confidence. One example of this innovation is the Apex Wealth Charts trader funding solution, which integrates advanced charting tools with the funding process ideal for traders who value technical analysis as part of their futures strategy.

Evolving Your Strategy: Continuous Improvement for Long-Term Success

Markets change and so should your trading strategy. At Apex Trader Funding, the journey doesn’t stop at getting funded. The platform encourages traders in the UAE and beyond to reflect, review, and adapt regularly. This cycle of improvement is key to maintaining profitability and handling various market conditions.

Apex supports this growth by giving traders access to historical performance data, trade analytics, and flexible account options. With this information, traders can pinpoint what’s working and adjust what’s not whether it’s modifying stop-loss placement, optimizing trade entries, or evaluating which times of day bring the most success.

This emphasis on adaptability transforms futures trading from a guessing game into a process-driven profession. Traders who review their results consistently find ways to sharpen their edge and make smarter, more confident decisions. Whether you're managing a small $25K account or scaling up to $300K, having a self-refining approach keeps you competitive.

With Apex’s emphasis on long-term development, traders don’t just get funded, they get better. That’s how professional habits are built.

Tips for Success in Futures Trading

While tools and capital are important, long-term trading success comes from habits and structure. Apex Trader Funding provides the framework, but consistent execution depends on the trader. Here are a few key principles to apply:

Always Trade with a Plan: Define your entry, exit, and risk per trade before executing.

Stick to Daily Limits: Apex’s risk management rules exist to protect your capital and respect them.

Use Your Tools: The analytics provided on Apex’s dashboard offer valuable feedback. Use them to refine your approach.

Stay Informed: Be aware of major economic releases or global news that may affect volatility.

Commit to Growth: Trading is a skill. Keep learning through webinars, strategy reviews, and community interaction.

These guidelines, when practiced consistently, help build the mindset of a professional trader. In the UAE, where more individuals are embracing digital finance, these habits help create not just profitable traders but resilient ones.

Final Thoughts: Your Trading Journey Starts Here

Becoming a successful trader takes more than understanding charts or executing trades; it requires commitment, self-awareness, and the right support system. Apex Trader Funding delivers that system through a transparent, scalable, and results-focused model. Whether you're exploring futures trading in the UAE or scaling a strategy you've already developed, Apex opens the door to meaningful progress.

What sets Apex apart is its complete ecosystem from capital access and performance analytics to world-class trading platforms and educational tools. This isn't just one of the many stock trading platforms in the UAE, it's a complete solution tailored for modern futures traders. It's a platform designed for long-term trader development.

And now, it’s easier than ever to get started.

Use the code Copy (best trading platform in UAE) to claim your Apex Trader Funding coupon code and begin your evaluation today at apextraderfunding.com

Trade smarter. Grow consistently. Scale confidently with Apex.

[etherealshot]

"Aaah, I thought the chief being gone would make my life easier." He groans, letting his head hang to the side as he exhales, recovering quickly as the elderly woman starts explaining her problem to him.

The issue, really, being that he had no weapon. What a pain. Literally and physically.

Turning to the redhead next to him, he laces his fingers behind his head.

"Hey, are you a bit for familiar with the place this lovely young woman is from? The lower levels of the Fibonacci ward?"

@hopeled

[cryptoanalyst01]

Best Crypto Analysts: Experts Driving the Future of Digital Assets

Cryptocurrency has evolved from a niche technology to a global financial revolution. For investors, traders, and enthusiasts, staying ahead of the curve requires insights from seasoned crypto analysts. These experts provide in-depth market analysis, price predictions, and strategic investment advice. As a crypto analyst with five years of experience, I have closely followed some of the best minds in the field. In this blog, I will highlight the top crypto analysts and what makes them stand out.

Who is a Crypto Analyst?

A crypto analyst studies blockchain technology, market trends, and tokenomics to predict future price movements and assess investment opportunities. They use a combination of technical analysis, fundamental research, and macroeconomic indicators to provide insights into the volatile world of cryptocurrencies.

Top Crypto Analysts to Follow

Willy Woo – On-Chain Expert

Willy Woo is one of the most respected on-chain analysts in the crypto space. He leverages blockchain data to predict Bitcoin’s price movements. His models, such as the NVT (Network Value to Transactions) ratio, have been widely adopted by traders and investors.

PlanB – Creator of Stock-to-Flow Model

PlanB is famous for the Stock-to-Flow (S2F) model, which predicts Bitcoin’s price based on its scarcity. His quantitative approach to Bitcoin valuation has gained traction among institutional investors and long-term holders.

Benjamin Cowen – Macro Market Analyst

Benjamin Cowen focuses on long-term trends and uses logarithmic regression to analyze crypto market cycles. His approach is particularly valuable for investors looking to avoid short-term market noise.

CryptoBirb – Technical Trading Expert

CryptoBirb, a trader and analyst, provides technical analysis and educational content. He is known for his disciplined trading strategies and risk management techniques.

Raoul Pal – Macro Investor and Visionary

Raoul Pal, a former hedge fund manager, brings macroeconomic insights to the crypto industry. He explains how global financial trends impact digital assets, making his analysis essential for institutional investors.

Key Skills of a Successful Crypto Analyst

Over the past five years, I have learned that the best crypto analysts share these key skills:

Technical Analysis: Reading charts, identifying trends, and understanding indicators like RSI, MACD, and Fibonacci levels.

Fundamental Research: Evaluating projects based on their whitepapers, team, partnerships, and use cases.

On-Chain Analysis: Studying blockchain metrics like wallet movements, transaction volume, and miner activity.

Risk Management: Managing volatility and setting realistic profit/loss targets.

Macroeconomic Awareness: Understanding how global financial policies impact crypto markets.

Why Following Crypto Analysts is Important

Market Insights: Analysts provide real-time updates on market trends, helping investors make informed decisions.

Trading Strategies: Learning from experts can improve your trading skills and investment approach.

Risk Mitigation: Analysts help identify potential market risks and opportunities.

Project Evaluation: Understanding which projects have strong fundamentals ensures better investment choices.

Conclusion

As the crypto market continues to grow, expert analysis remains crucial for making informed investment decisions. Whether you are a beginner or an experienced trader, following top crypto analysts can give you a competitive edge. With five years of experience in crypto analysis, I have witnessed firsthand how these experts shape the industry. By leveraging their insights and combining them with your research, you can navigate the dynamic world of cryptocurrencies with confidence.

FAQs

Q1. How do I become a crypto analyst?

Start by learning technical and fundamental analysis, studying blockchain technology, and following market trends.

Q2. Who is the best crypto analyst?

There is no single "best" analyst, but experts like Willy Woo, PlanB, and Benjamin Cowen are widely respected.

Q3. Can crypto analysts predict prices accurately?

While no one can predict prices with 100% certainty, skilled analysts use data-driven approaches to provide informed predictions.

Q4. Where can I follow crypto analysts?

Most analysts share insights on Twitter, YouTube, and specialized crypto platforms like Glassnode and CoinMetrics.

Q5. What tools do crypto analysts use?

They use tools like TradingView, CoinGecko, Glassnode, and on-chain analytics platforms for their research.

[keploy]

Prompt Engineering for Python Code Generation with Keploy

Have you ever had a staring contest with a blinking cursor, waiting for your brain to come up with Python code that actually works? Don’t worry - you’re not alone! Enter the world of prompt engineering, a skill that turns AI tools like ChatGPT and Keploy into your ultimate code-writing sidekicks. Whether you’re a pro developer or a newbie who just Googled “What is Python?”, this blog will help you craft the perfect prompts to generate accurate and meaningful Python code.

What is Prompt Engineering, anyway?

Prompt engineering is the art of creating clear, concise, and contextual instructions to communicate with AI tools. Think of it as writing the world's most efficient WhatsApp message to an overachieving friend who never leaves you on “read.”

In our case, the “friend” is an AI model that can generate Python code snippets, scripts, or even entire projects, given the right nudge. The quality of the AI’s output depends heavily on how well you ask for it. So, let’s learn how to “nudge” like a pro.

Why Does Prompt Engineering Matter?

Imagine asking an AI:

"Write a Python program."

And it responds with:print("Hello, World!")

Technically correct, but not what you wanted. Now, imagine asking:

"Write a Python program that calculates the factorial of a number using recursion."

Boom! The AI gives you a working recursive factorial program. The better the question, the smarter the answer.

Here’s why prompt engineering matters:

Saves Time: A well-crafted prompt ensures that you spend less time fixing AI-generated code.

Improves Accuracy: Clear instructions reduce the chances of misinterpretation.

Boosts Creativity: The AI can even suggest things you didn’t think of—if you let it know what you need!

Prompt Engineering: The Basics

Let’s dive into the essentials of creating a great prompt.

1. Be Specific

The more detailed your request, the better the output.

Bad Prompt:

“Create a Python script.”

Good Prompt:

“Write a Python script that connects to a MySQL database, retrieves data from a table named employees, and prints it in JSON format.”

2. Break It Down

If your request has multiple parts, break it into clear steps. For Example:

“Create a Python function to calculate Fibonacci numbers. Use recursion. Then, write another function to test this function for the first 10 numbers.”

3. Set Constraints

Tell the AI what not to do. For Example:

“Write a Python program to find the prime numbers up to 100, but do not use the sympy library.”

4. Add Context

Provide the AI with background information. For Example:

“I’m building a Flask app. Write a Python route that handles POST requests to add a new user to a SQLite database.”

5. Test and Iterate

Run the generated code, identify gaps, and tweak your prompt accordingly, for example:

“This code works, but I also need it to handle invalid inputs gracefully. Can you update it?”

What are Advanced Prompt Engineering Techniques?

Now that we’ve covered the basics, let’s level up.

1. Chain of Thought Prompts

Ask the AI to explain its reasoning step-by-step. Example:

“Write a Python program to solve a quadratic equation. Also, explain each step of the process in comments.”

2. Multimodal Prompts

Combine code with other formats like diagrams or explanations. Example:

“Generate a Python script to implement a binary search tree. Also, provide a textual explanation of how it works.”

3. Role-Playing Prompts

Ask the AI to assume a role. Example:

“You are a Python tutor. Write a simple program to demonstrate list comprehensions, and explain it as if teaching a beginner.”

4. Prompt Tuning

Use trial and error to find the perfect phrasing for a complex request. Example:

First Prompt: “Write a Python function to sort a list.”

Refined Prompt: “Write a Python function to sort a list of dictionaries by a specific key, in ascending or descending order.”

Common Challenges and How to Overcome Them

Even with great prompts, AI can sometimes fumble. Here’s how to deal with it:

1. Ambiguity

Problem: The AI misunderstands your request. Fix: Use examples to clarify. Example:

“Write a Python function to count vowels in a string. For example, count_vowels('hello') should return 2.”

2. Overcomplication

Problem: The AI generates overly complex code. Fix: Specify simplicity. Example:

“Write a simple Python program to check if a string is a palindrome, without using external libraries.”

3. Incomplete Output

Problem: The AI stops mid-code. Fix: Ask for continuation explicitly. Example:

“Complete the following code for a Python class that manages a book inventory.”

How Keploy leverages Prompt Engineering for AI Testing ?

Try for free the Keploy’s AI-powered test generation 🚀!

Conclusion

Prompt engineering is more than just a buzzword - it’s a gateway to unlocking the full potential of AI tools for Python code generation. By mastering the art of crafting clear and detailed prompts, you can save time, reduce frustration, and even make coding fun.

FAQs

What’s the best tool for ai code generation?

Each tool has unique strengths, so choose based on your needs. But popular opinion includes TestPilot, Tabine, and Claude for both ai test and code generation.

How does Keploy generate tests using code semantics?

Keploy uses advanced code semantics to analyze your codebase and identify critical functions, inputs, and outputs. This allows it to generate meaningful ai powered unit tests tailored to the logic of your application, ensuring both functionality and edge cases are thoroughly covered.

Can Keploy handle API testing automatically?

Yes! Keploy reads schema files like OpenAPI or Swagger to understand your API structure. It then generates automated tests that cover various scenarios, including edge cases like malformed requests, invalid inputs, and missing fields, making API testing faster and more comprehensive.

[blockinsider]

Tom Lee Foresees Bitcoin Soaring to $250K by 2025 Despite Market Fluctuations

Key Points

Tom Lee predicts Bitcoin will reach $250,000 by the end of 2025, despite recent market dip.

Despite short-term bearish outlook, Lee maintains Bitcoin will be one of the top-performing assets in 2025.

Tom Lee, an American entrepreneur and managing partner at research firm Fundstrat, has forecasted that Bitcoin will reach a value of $250,000 by the end of 2025.

This prediction remains steadfast despite the recent drop in Bitcoin’s value, which fell below $90,000 for the first time this year.

Lee’s Predictions

In a discussion with CNBC host Andrew Ross Sorkin, Lee reiterated his bullish prediction for Bitcoin.

He noted that Bitcoin is currently down approximately 15% from its all-time high of $108,000, a correction he considers normal for such a volatile asset.

Despite his long-term optimism, Lee holds a bearish outlook for Bitcoin in the short term.

He suggested that Bitcoin could drop to $70,000, following global liquidity trends.

Understanding Market Trends

When questioned about the feasibility of Bitcoin dropping to $70,000, Lee explained the concept of Fibonacci retracement levels.

He stated that assets often pull back from their rally points, with $70,000 being one potential retracement level for Bitcoin.

Sorkin further inquired whether current Bitcoin buyers, such as MicroStrategy with their recent 2,530 BTC purchase, were buying at “fair prices”.

Lee responded that investors should focus on the long term, reassuring that no one will lose money buying at $90,000.

According to data from CoinMarketCap, Bitcoin is currently trading at $92,051.04, down 3.21% in the past 24 hours and 9.24% in the last 30 days.

The digital asset lost its $2 trillion market cap after dropping below $100,000 earlier this month and now has a market cap of $1.82 trillion.

The weekly chart provided by TradingView shows that the RSI levels for Bitcoin remain bullish over a longer time frame.

The RSI is valued at 60.86, indicating that bulls are still in control. However, the gradient of the line suggests an increase in selling pressure, which could lead to further price declines.

[fibinstitute]

An Introduction

Welcome to the world of Alpha Fibonacci, where ancient Fibonacci wisdom built a foundation for the renowned Alpha Fibonacci Precise Trading Method. In this ebook, you’ll embark on a journey to discover the power of the Alpha Fibonacci Trading System, a revolutionary approach that has transformed the way traders navigate financial markets. Whether you’re new to trading or a professional trader, this e-book will provide you with the insights to elevate your trading game to the Alpha Precision.

Chapter 1: Introduction to Fibonacci

In this chapter, we’ll explore the fascinating origins of the Fibonacci sequence, its discovery by Leonardo of Pisa, and how these intriguing numbers appear in various aspects of nature. We’ll then delve into how the Fibonacci sequence forms the foundation for our Alpha Fibonacci Trading System, setting the stage for its application in the financial markets.

Chapter 2: Fibonacci in Trading

Here, we’ll uncover the pivotal role Fibonacci plays in trading. By comparing Fibonacci with traditional indicators, we’ll highlight its superior predictive capabilities and why it’s favored by professional traders. You’ll learn how Fibonacci levels serve as key support and resistance areas, providing a roadmap for price movement. This chapter sets the stage for understanding the core principles for precise and predictive trading.

You’ll discover the unique characteristics of Fibonacci retracement and extension levels, essential tools for identifying potential reversal points in the market. We’ll explain how these levels can be used to set entry and exit points, manage risk, and enhance your overall trading strategy. By the end of this chapter, you’ll have a solid grasp of why Fibonacci is a cornerstone of successful trading.

Chapter 3: Introduction to the Alpha Fibonacci Trading System

Now that you understand the fundamental role of Fibonacci in trading, we’ll introduce you to the Alpha Fibonacci Trading System. This chapter provides an overview of what sets this system apart from conventional trading methods. You’ll learn about its unique features, such as precision timing, adaptability to all instruments and platforms, and how it leverages the natural rhythm of the markets. By the end of this chapter, you’ll see why the Alpha Fibonacci Trading System is a game-changer for traders seeking consistent, reliable results.

Chapter 4: How Alpha Fibonacci Trading System Can Improve Your Trading

Conclusion: Embrace the Alpha Fibonacci Transformation

1.0 -  A Brief History Of Fibonacci

In this chapter, we'll explore the fascinating origins of the Fibonacci sequence, its discovery by Leonardo of Pisa, and how these intriguing numbers appear in various aspects of nature. We'll then delve into how the Fibonacci sequence forms the foundation for our Alpha Fibonacci Trading System, setting the stage for its application in the financial markets .

What is important to know prior to diving into Fibonacci mathematics: math complexities are not required to apply Alpha Fibonacci but rather used as a preset settings for Precise Entries, Stops and Targets.  

Fibonacci numbers were derived from an Italian mathematician Leonardo Pisano and documented initially in the 13th Century. Pisano was considered by some as the most talented Western mathematician of the Middle Ages and made many of the original contributions within complex calculations. 

It was whilst journeying with his father that Pisano began to develop his mathematical skills and solve problems relating to merchant trade and price calculations. He started to observe that certain ratios of a number series can describe the natural proportions of the Universe including price data.

With this in mind Pisano devised a series of numbers that were derived by starting at 0 and 1 and then adding the two previous numbers to create the next number in the series. This series reaches all the way out to infinity and the start of the sequence looks like the following:

0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377, 610, 987 ……. and so on to infinity.

The ‘Golden Ratio’ is a term that is associated with Fibonacci and the ratio is determined by a special relationship found within the number series. After the commencement of the first few numbers there is found to be a ratio multiplier of 1.618 between each number for example:

55 x (1.618) = 89,       89 x (1.618) = 144,     144 x (1.618) = 233 and so on.

Further work has been done on the Fibonacci ratios to provide yet another sequence which is used in today’s Fibonacci Analysis. Without going too deep into the square roots, reciprocals or other mathematical formulas of these numbers the list of values which are in use are:

2.0 - Fibonacci vs Indicators TechnicaIndIndicators

                                 Fibonacci in Trading

Fibonacci is a highly powerful natural precise predictive tool in trading when used with a proven strategy. Fibonacci cant not be placed on the charts randomly without rules and with speculative levels.Based upon mathematical concepts of the Fibonacci Sequence, nomath knowledge required to use Alpha Fibonacci correctly. Fibonacci is naturally predictive and the only tool, which can identify price entries, targets and reversals in advance of current prices. The accuracy of Fibonacci lends itself to finding precise key entries and precise key targets with retal and instituional support and resistance within the markets thus identifying precise trade entry and profit target prices.

Technical Indicators are mostly delayed with limitations in that they are often expensive, work only on certain platforms and lag behind the markets. Fibonacci Tools on the other hand are common to the vast majority of trading platforms, work on any instrument, any timeframe and are predictive in nature.  

 Characteristics of Alpha Fibonacci & Indicators

ALPHA FIBONACCI

INDICATORS

Naturally Predictive

Delayed

Precise

Artificial

Can be used on:

Can only be used on:

All Platforms

Specific Platforms

All Instruments

Specific Timeframes

All Timeframes

Cost can be Considerable

         

3.0- Introduction to the Alpha Fibonacci Trading System

The Alpha Fibonacci Trading System represents the culmination of centuries of mathematical evolution, tailored specifically for the modern trader. Developed by Alla  Peters-Plocher in 2004, the system emerged from a profound understanding of Fibonacci principles and extensive market experience. Its precision was notably affirmed during the financial crisis of 2008, a time when traditional trading strategies floundered. Since 2011, traders from beginner to hedge fund manager in US and around the globe have been leveraging this Proprietary system, transforming their approach to the markets with remarkable success across all instruments and all platforms.

The Alpha Fibonacci Trading System is more than a set of tools; it's a comprehensive methodology. It adapts to all instruments and platforms, offering traders a structured approach to deciphering precise strategic market patterns. By tapping into the natural rhythm of price movements, this system allows traders to anticipate market turns with remarkable accuracy.

In the following sections, we'll explore how the Alpha Fibonacci Trading System can be integrated into your trading routine, enhancing precision, managing risk, and ultimately elevating your trading success.

                 Contact Fibonacci Trading Institute

 If you would like to see the accuracy of Fibonacci and the FTI Method in action, then please get in touch and be welcomed as a guest in the trading room. 

                     Contact Alla Peters- Plocher:

                       Info@FibInstitute.com

                        Phone:  (925) 257-4298

                        Web:     www.FibonacciTradingInstitute.com

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For decades, Wall Street has been a bastion of financial brilliance. Pinstriped prophets, armed with complex algorithms and an uncanny ability to speak in tongues of acronyms, have guided us through market booms and busts. Their pronouncements were gospel, their insights as valuable as a Birkin bag full of diamonds. Or at least, that's what we were led to believe. Just last week, renowned analyst Bartholomew "Bogey" Bigbucks confidently declared on CNBC, "The Fibonacci retracement levels point towards a bullish flag pattern emerging in the near future. Brace yourselves for a tidal wave of… uh… something definitely happening in the market." Of course, Bogey's predictions have the historical accuracy of a fortune cookie written by a drunken monkey. Remember that time he swore by the "Chia Seed Index" as the next big market mover? Chia seeds, folks. The things you sprout on your windowsill for a vaguely healthy snack. But hey, a little financial soothsaying obscurity is par for the course on Wall Street. Except lately, the course seems to be a drunken sailor on a unicycle, careening wildly towards oblivion. The recent market volatility has left even the most seasoned financial fortune tellers scratching their beautifully coiffed heads. Stock prices are doing the financial Macarena, interest rates are playing a game of hide-and-seek with inflation, and the only thing consistent is the growing sense of panic emanating from mahogany-lined boardrooms. In a shocking display of humility (or perhaps sheer desperation), a consortium of Wall Street heavyweights recently held a press conference. Gone were the cocky pronouncements and jargon-filled diatribes. Instead, a collective air of bewilderment hung over the room, thick enough to choke a hedge fund manager on a bonus check. "Look, folks," stammered Bartholomew "Bogey" Bigbucks (looking considerably less Bogey and a touch more bewildered), "the market, uh, it's doing its own thing right now. And frankly, we haven't a clue what that thing is." A chorus of nervous coughs and frantic note-taking ensued from the assembled financial press. This was a revelation of Biblical proportions. The men and women who once spoke of the market with the reverence of a cult leader addressing their flock were now confessing to being as lost as a tourist in a hedge maze. But fear not, dear reader! In this age of glorious uncertainty, Wall Street has unveiled a revolutionary new investment strategy: coin flipping. Yes, you read that right. The very foundation of our financial system has been reduced to a game of chance. "It's actually quite simple," explained Mildred "The Moneymaker" Moneypenny, a woman known for her ruthless takeovers and her equally ruthless collection of Faberge eggs. "Heads, the market goes up. Tails, it goes down. It's a win-win situation, really." One can't help but wonder if all those years spent analyzing charts and manipulating interest rates were about as useful as trying to teach a goldfish calculus. But hey, who are we to question the wisdom of multi-millionaires who wear $10,000 suits and carry briefcases full of enough cash to buy a small island nation? So, there you have it folks. The next time you're contemplating your investment portfolio, ditch the stock charts and dust off that childhood penny. Because apparently, on Wall Street, a shiny metal disc holds just as much financial wisdom as a team of highly-compensated, completely bewildered "experts." #Economy #Finance #Investment #Market #WallStreet

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How to become a technical analyst?

Becoming a technical analyst involves developing a strong foundation in financial markets, acquiring the necessary skills, and gaining practical experience. Here's a step-by-step guide:

1. Educational Background

Finance/Economics Degree: While not mandatory, a degree in finance, economics, or a related field provides a strong foundation.

Self-study: Even if you don't have a formal finance background, self-study can be sufficient. Many technical analysts are self-taught through books and online resources.

2. Learn the Basics of Technical Analysis

Books: Start with foundational books like "Technical Analysis of the Financial Markets" by John Murphy, "Japanese Candlestick Charting Techniques" by Steve Nison, or "Technical Analysis Explained" by Martin J. Pring.

Online Courses: Platforms like Coursera, Udemy, and Investopedia offer courses on technical analysis.

3. Familiarize Yourself with Charting Tools

Charting Software: Get comfortable with charting software like TradingView, MetaTrader, or ThinkorSwim. These tools are essential for technical analysis.

Indicators: Learn about commonly used indicators such as Moving Averages, RSI, MACD, Bollinger Bands, and Fibonacci Retracements.

4. Understand Market Psychology

Study Market Sentiment: Understanding market psychology is crucial. Read about behavioral finance and how emotions drive market movements.

Practice Identifying Patterns: Learn to identify chart patterns like Head and Shoulders, Double Top/Bottom, Flags, and Triangles.

5. Get Certified

Certified Market Technician (CMT): Consider obtaining a CMT designation, which is globally recognized and covers in-depth technical analysis.

NSE Academy's Technical Analysis Courses: If you're in India, the National Stock Exchange (NSE) offers certified courses in technical analysis.

6. Develop a Trading Strategy

Paper Trading: Before risking real money, practice with paper trading to test your strategies without financial risk.

Risk Management: Learn the importance of stop-loss, position sizing, and risk-reward ratios.

7. Gain Practical Experience

Start Trading: Begin with small trades to gain experience. Keep a trading journal to analyze your trades and learn from mistakes.

Internships/Jobs: Seek internships or entry-level positions at brokerage firms, hedge funds, or investment firms to gain hands-on experience.

8. Stay Updated

Continuous Learning: Markets evolve, so it's essential to stay updated with new techniques and tools. Attend webinars, read industry blogs, and follow market news.

Networking: Join financial communities, attend seminars, and engage with other traders to learn and share knowledge.

9. Develop Patience and Discipline

Psychological Discipline: Successful technical analysts are disciplined and patient, avoiding emotional decisions during trading.

Long-term Focus: Technical analysis requires a long-term focus on learning and consistent practice to achieve success.

By following these steps, you can build the necessary skills and knowledge to become a proficient technical analyst.