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one last report has got to be finished in 3 days (haven't started writing it) then i can live my life this is what uni is all about
#tbf it's based on lab tasks which i've been doing#and some literature#which i've been reading#so the writing should be easy once i get my head around what's going on#'''lab tasks''' but i'm doing it all on ny laptop from home#in matlab primarily#smh i wish i'd done a degree that didn't require staring at screens all day#we don't even solder anymore
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Mere liye pyaar ka matlab ho tum! - Part 4
Radhe & Tamanna from Bandish Bandits
So, it's finally time to talk about the climax of season 2 episode 7 titled Bandish Bandits. The scene that had me so jazzed that it got me to watch this show in the first place. A scene that has been discussed endlessly in Youtube comments without any nuance.
But I have nothing but nuance, I have made three posts discussing the buildup to this scene and the state of Radhe & Tamanna's relationship before the competition starts. Now let's talk about the Jugalbandi moment in exhaustive detail.
First of all, Tamanna was completely dominating the song and the round. She was winning. It was so obvious to see how far she had come because she was going head to head with so many classically trained singers and coming on top. Especially considering how nervous Radhe makes her it was amazing to see her absolutely floor her performance.
But while Radhe is on the back foot for most of the performance it is his mother who is really helping him every time he seems to get lost watching Tamanna perform. On multiple occasions, his family brings his focus back to the rhythm of the song. If it was only Tamanna versus Radhe, Tamanna would wind this round but in a realistic assessment of pitting Royalty Free against Rathod Gharana, the Rathod Gharana would win because as a team they are able to overcome every challenge Tamanna presents and she is keeping everyone on their toes singlehandedly.
Secondly, it is amazing to see how starstruck Radhe is for most of the song. He did say he was Tamanna's biggest fan and he proved that till Tamanna starts singing Sajan Bin he has to be brought to attention at least twice and on top of that he is not only starstruck but very much lovestruck as well.
This is the point where we inspect the freaking lyrics of this song for having committed the crime of being blatant as fuck. The parts Tamanna sings are in purple while Radhe's parts are in blue. Any parts not in these two colours are primarily being sung by someone else (Mohini gets her own colour which is pink).
So, as I analyse this scene which I have watched too many goddamn times for my sanity I am coming to realise this song is very complicated with multiple singers and so many vocalizations that trying to get the lyrics down has been a struggle. The lyrics as they appear below are a gross simplification for the purpose of this post.
How to Feel Alive When My Soul is Dying Inside?
Baby, Itâs A Darker Time
Baby, Come and Grab My Soul
My Heart is Quite Inside
I want you to be by my side.
Tamanna begins the song by directly singing to Radhe. Radhe meanwhile is busy being a fanboy.
Garaj Garajne Laga Yeh, Tarasta Mann Su mera, Ye Mann Su mera
Piya Ka Mann Aaj Raz Kholne Laga Re
[Vocalizations]
Na Jane Kaisi Yeh Bala Hai
Har Pal Teri Yadon Mein Jala Hai
Fir Bhi Nazar Na Tu Aa Aa Aa Aaye,
Kyun Sata Aa Aa Aaye
Na Jane Kaisi Yeh Bala Hai
Har Pal Teri Yadon Mein Jala Hai
Fir Bhi Nazar Na Tu Aa Aa Aa Aaye,
Kyun Sata Aa Aa Aa Aye
Radhe is still in fanboy mode.
Khali Sa Mann Yeh Mera, Aake Tu Dekh Zara
Tujhko Pukare Sunn Le Zara, Tu Ghar Aa
Tamanna is back to singing to Radhe. This time while standing directly in front of him.
Tu Ghar Aa mahi
Iâm waiting for you.
O Bhatka Rahi
Maaahhiii
Iâm waiting for you.
Tamanna is literally singing 'I'm waiting for you' standing in front of Radhe and I think at this point he starts to understand that she is singing for him.
[Vocalizations]
Sajan Tora Take Rasta, Ratiya Beeti Jaye
Haye Ratiya Beeti Jaye
Time for Radhe to play an Uno reverse card and sing to Tamanna this time.
Imma See the Light Iâm Lost In Darkest Time
Itâs Growing Up Inside
Youâre the One to trap my soul
Youâre the One who Will Revive
I want you to be by my side
The fact that Tamanna turns around to face Radhe when she starts singing 'You're the one to trap my soul' is so fucking poetic.
Donât Wanna Lose You Now, You Know Iâm Alone
The Pain Is Taking My Skin and Bones
You Gotta Come and Heal It
You Gotta Come And Steal The Pain
Iâm Waiting For You
We already know she was thinking of Radhe the first time she sang these lyrics and now she is singing those words to him. At this point, Radhe is definitely lovestruck and this is when his band comes to the rescue.
Ho Kaali Si Ghata Chhaye
Umad Ghumad Har Kali Pe
Aaye Hain Jaise Bhanwar Bhanwar
Ab Kohra Kohra Chhaye Raha
Mohini trying to bolster Radhe.
Ho Kaali Si Ghata Chhaye
Umad Ghumad Har Kali Pe
Aaye Hain Jaise Bhanwar Bhanwar
Ab Kohra Kohra Chhaye Raha
Sajan Aaja
Tu Ghar Aa Mahi
Balam Aaja
Oo Bhatka Rahi
Sajan Aaja
Tu Ghar Aa Mahi
Again Tamanna is singing to Radhe and this time Mohini is definitely getting the hint. It is interesting to realise that these two are so hopelessly entangled yet Radhe's family has no idea about his relationship with Tamanna but at this point, Mohini is definitely realising that the Sajan Tamanna is singing of is Radhe. At this point, Radhe actually follows Tamanna into no man's land but he looses this particular round of jugalbandi.
Iâm Waiting For YouâŚ
Oh, Waiting For You.
Oh, Iâm Waiting For You.
Oh, How To Feel Alive? How To Feel Alive?
Iâm Waiting For You, Waiting For You.
Iâm Waiting For You.
Mohini to the rescue again...
Sajan Moray!
Sajan Moray!
Moray
Moray
Sajan
Sajan moray moray
Moray
Moray
Sajan
Sajan Moray
...but this time Tamanna is matching her beat for beat. I think Radhe is genuinely mindblown to see Tamanna sing with his mother. His brain can't comprehend seeing his two worlds collide this way. At this point, we get a shot of Rajendra and Devendra looking quite bewildered and frankly worried. I wonder if they think they are going to lose to Tamanna.
Sajan Bin Aaye
Sajan Bin Aaye Na
The point where Tamanna starts singing Sajan Bin has interspersed shots of Ayaan and Nandini Ma'am looking worried. I can't quite figure out why she chooses to sing Sajan Bin.
The emotion she has tapped into this whole song makes Sajan Bin a good choice for transitioning into but this song has so much history for the Bandish Bandits and I feel like at this point, things get really difficult to parse out.
Clearly, Tamanna is using her heart a little too much as she transitions into Sajan Bin. This entire song she has let go of the reins on her emotions, Tamanna has always told Radhe that she doesn't think they should be together but that is very much a logical choice, it is also the correct choice but correctness matters little in the fact of emotions and her emotional choice is very much to give in to Radhe.
I feel like at this point as Radhe slowly and steadily realises what Tamanna is trying to say to him via this song, he gets angry. He wants to be with Tamanna, it is Tamanna who is forcing this separation and I think at this point he starts to feel like it's unfair that she gets to sing with these emotions when the choice causing those emotions is her own, unlike his situation and that means that when he sings the next paragraph he goes all out. On second thought, that was a reach on my part and I feel like in this particular moment the simplest explanation is likely the truest. It was about his ego. Radhe's ego which uptil this point has proven disastrous on multiple occasions gets the better of him and he truly can't digest the idea of her being better than him.
Sajan Bin Aaye Na Mohe Nindiya
Rain Bhar Aaye Re Jage Ratiya
Kahe Tu Mohe Sajan Piya Re Dikhe Yeh Nazare Mane Na Apne Akhiyan
Sajan Bin Aaye
[Vocalizations]
Iâm Waiting For You
[Vocalizations]
Tu Ghar Aa Mahi
[Vocalizations]
Mahi! Mahi!
[Vocalizations]
Iâm Waiting Iâm Waiting For You.
Iâm Waiting For You.
Oh Ghar Aa Mahi!
This captivating performance ends with the crowd chanting Radhe! Radhe! It's literally Tamanna's worst nightmare come to life! The release of Phas Gaye (Sajan Bin) is what first started to erode Tamanna's self-confidence with every fan pitting Tamanna's musical talent against Radhe's and finding it lacking. And, this is just that on a much bigger platform and it hurts even more because she has worked so hard to get to where she is and she is still found lacking. The fact that Tamanna can rally herself so quickly that she can help her band win the next round is honestly astonishing considering the blow she was dealt but I guess she is in a much better place self-esteem-wise then she was at the end of season 1.
A lot of people in YouTube comments especially were talking about Tamanna going a little too far in singing 'Sajan Bin' and basically injuring Radhe's ego which given Radhe's personality isn't completely out of the realm of possibility. It is a distinct possibility that the idea of Tamanna surpassing him made his ego rear its ugly head. [So, the people in the YouTube comments were on the nose in this instance.]
But the question is - is Radhe wrong? No.
Is Tamanna wrong in blaming Radhe for exploiting a weakness he was intimately aware of? No.
But, she is wrong when she tells Radhe that he was lying when he said that he would happily lose to her because he would, he does. I don't think it is right of Tamanna to expect Radhe to lose to her without putting his best foot forward. I also believe that a lot of what she says in their conversation following this performance is more out of an emotional response than something she actually would have wanted. It also explains why she doesn't hold this against Radhe because I feel she realises that a hollow victory would be worse than defeat. But, given that she has quite literally lived her worst nightmare excuses her state of mind especially because Radhe does, he realises that what happened has been extremely distressing to Tamanna to the point that he has a hard time focusing on his conversation with Ananya.
Also, I saw a braindead opinion talking about how Tamanna disrespected Mohini. She didn't and that is very evident given how Mohini praises Tamanna's performance when the round ends. When she hugs Tamanna, Radhe is again thrown for a loop because I feel like he is literally seeing a dream come true. His mother embraces Tamanna something I don't think he ever gave himself hope to ever see become reality.
In hindsight, I am glad I decided to split these posts up because it would have been impossible to talk so much in-depth in just one post.
My conclusions will have to be in Part 5.
Part One I Part Two I Part Three I Part Four I Conclusion
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Top Electrical Design Software to Learn in College
If you are an electrical engineering student, you already know just how important practical skills are in this profession. Understanding theories & concepts is only one half of the equation. To end up working in actual industries, you also need to be comfortable using tools that professionals use. That is where mastering the right electrical design software for students becomes very important.
In this modern day & age, nearly all electrical projects require software â be it to design circuits, create layouts, or simulate electrical systems. The good news is that college is the perfect time to learn & become accustomed to them. It provides you with an early advantage, enhances your resume & prepares you for a job even before graduation.
With that being said, letâs examine some of the best software every electrical engineering student must familiarize themselves with.
AutoCAD Electrical
AutoCAD Electrical is among the most widely used electrical design software for students & professionals. It facilitates the development of electrical schematics, wiring diagrams & control circuit designs. The software also comes with an in-built library of electrical symbols & tools that assist in automating numerous tasks to save time & errors.
Learning AutoCAD Electrical during college is a good decision since most companies like to hire engineers who are already familiar with the tool. Itâs particularly valuable for fields such as automation, power systems & manufacturing. Once you know how to work with it, youâll feel more confident about working on actual projects.
MATLAB & Simulink
MATLAB & Simulink are both powerful platforms for simulation, modeling & analyzing electrical systems. They are primarily utilized in control systems, signal processing & power electronics. Though they do appear to be technical at first glance, once you master the fundamentals, they can prove to be highly useful in resolving complicated engineering issues.
For software for electrical engineering students, MATLAB is unique since itâs applied in academia as well as industry. Simulink, on the other hand, is used by most companies to try out how a system will perform prior to constructing it. Therefore, getting to learn this software during college can place you at an upper hand, particularly if you intend to study or pursue a career in research or advanced engineering.
ETAP (Electrical Transient Analyzer Program)
ETAP is widely utilized in the design & analysis of power systems. It allows engineers to model power networks, analyze load flows, determine short circuits & carry out system protection analysis. Although it may sound highly professional, most colleges introduce this tool to assist students in learning how actual electrical grids work.
Adding ETAP to your learning process will make you more proficient in working in the power industry. As one of the most valuable electrical design software for students, ETAP provides you with a glimpse of how large electrical systems are designed & operatedâŚ.
Visit:Â https://bfitgroup.in/top-electrical-design-software-to-learn-in-college/
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How BTech Mechanical Can Lead to Careers in Robotics
When most students think of Mechanical Engineering, they picture machines, engines, or automobiles. But hereâs something excitingâMechanical Engineering is one of the strongest foundations for a career in Robotics. Yes, you read that right. If youâre someone who dreams of working on intelligent machines, drones, or automation systems, a BTech in Mechanical can be your perfect Launchpad.
Letâs break it down so you see the big picture.
Whatâs the Link Between Mechanical Engineering and Robotics?
Robotics is not a single-subject field. It combines mechanical engineering, electronics, computer science, and control systems. A robot, after all, is a physical systemâmade up of gears, motors, joints, and frames. And who better than a mechanical engineer to design and build those parts?
In fact, many leading robotics engineers started with a mechanical background. Thatâs because mechanical engineering gives you:
A strong understanding of kinematics and dynamics (how things move)
Skills in mechanical design and CAD
Knowledge of materials and manufacturing
Basics of control systems and automation
In simpler words, mechanical engineers are the architects of the robotâs body. They ensure that whatâs imagined can be built, function, and perform in the real world.
What You Learn in BTech Mechanical That Helps in Robotics
Here are a few key subjects and skills taught in BTech Mechanical that directly contribute to robotics:
Engineering Mechanics & Dynamics: These help you understand how forces act in machines.
Machine Design & CAD: Youâll learn to design robotic arms, gear systems, and mobile robots.
Thermodynamics & Fluid Mechanics: Useful if you're designing robots for extreme environments.
Automation and Control Engineering: Many colleges include mechatronics and automation, laying the base for robotic control systems.
In institutes that focus on real-world learning, youâll also work on mini projects and hands-on labs��and thatâs where true robotics interest gets sparked.
Where Do Robotics Engineers Work?
You might be surprised at how widespread robotics is. Industries hiring robotics professionals include:
Automotive & Aerospace: Building robots for manufacturing and assembly lines.
Healthcare: Designing robotic surgical tools and prosthetics.
Agriculture: Drones and autonomous farming equipment.
Logistics & Warehousing: Robotics in Amazon-like fulfillment centers.
Defense & Space: Autonomous vehicles, drones, and exploration bots.
So yes, itâs no longer just ârocket scienceâârobotics is now applied science, and mechanical engineers are at the heart of it.
Top Skills You Need to Add Alongside Your Degree
While your BTech in Mechanical gives you the base, to truly excel in robotics, you should explore:
Programming Skills (Python, C++, MATLAB)
Microcontrollers & Sensors (Arduino, Raspberry Pi)
Robotics Simulation Tools (ROS, Gazebo)
Machine Learning Basics (for intelligent robot behavior)
These can be learned via online courses, robotics clubs, or elective subjects in college.
Choosing the Right College Makes a Difference
Now hereâs something importantânot all mechanical programs are the same. The best engineering colleges in Odisha are those that go beyond textbooks. Look for places that encourage interdisciplinary projects, have modern labs, and foster industry connections.
For example, NM Institute of Engineering and Technology (NMIET) in Bhubaneswar, though known primarily for its strong mechanical and technical base, also supports hands-on learning, industry collaboration, and practical workshopsâexactly the environment where robotics thrives. Institutes like NMIET, affiliated with BPUT and accredited by AICTE, offer a strong academic foundation paired with exposure to real-world applications.
Interestingly, NMIET also maintains industry tie-ups with companies like IBM, Cognizant, and Capgeminiâwhich often explore robotics and automation in their operations. A setup like this can open doors to internships or projects that align with robotics, even if your core branch is mechanical.
Final Thoughts
If youâve been wondering whether a BTech in Mechanical can lead you into the world of robotics, the answer is: Absolutely, yes. Mechanical engineers are not just part of the robotics fieldâthey are essential to it.
So, if your interest lies in building things that move, think, and react, consider mechanical engineering as your foundation. And when choosing where to study, keep in mind that the best engineering colleges in Odisha are those that integrate practical learning, tech-savvy faculty, and an open environment for innovation.
Remember, the robots of tomorrow need bright minds todayâand your journey can begin with a single decision.
#bhubaneswar b tech colleges#college of engineering bhubaneswar#best engineering colleges in orissa#best engineering colleges in bhubaneswar#best private engineering colleges in odisha#best engineering colleges in odisha
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ECE311 Lab 0: Introduction to Matlab and Simulink
1 Purpose The purpose of this laboratory is to introduce you to MATLAB and Simulink as tools for systems analysis. MATLAB is used primarily for numerical computations, while Simulink provides a block diagram style representation of systems for analysis, simulation, and design. Please attach a single MATLAB script for each separate task. This will not only simplify the work of the TAs in gradingâŚ
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Model-Based Design Tools: An Overview

Model-Based Design (MBD) is an approach used primarily in engineering and software development where models are created to simulate, analyze, and validate the performance of systems before physical prototypes or actual code are developed. This method has gained popularity due to its ability to reduce development time, costs, and improve the accuracy of designs. In the context of systems and software engineering, Model-Based Design tools play a critical role by providing the platforms needed to create, simulate, and implement models across various domains, including automotive, aerospace, robotics, and industrial control.
The Importance of Model-Based Design
The core idea behind Model-Based Design is to replace traditional, document-heavy development practices with a more integrated and visual approach. Rather than relying on written specifications or code as the primary deliverables, engineers create models that represent the system's behavior, structure, and interactions. These models are then used to simulate the system's performance under various conditions, enabling developers to identify issues early in the design process.
The advantage of Model-Based Design is that it provides a higher level of abstraction for both hardware and software development. This allows engineers to work on multiple aspects of the system simultaneously and in a more iterative manner. Through this approach, developers can:
Identify errors early: By simulating and testing models in various conditions, it is possible to spot problems before physical systems are built.
Improve collaboration: Models provide a common language across different teams, facilitating communication and coordination between various disciplines (software, hardware, control systems).
Optimize performance: Model-based simulations help identify opportunities for optimization, from system architecture to control strategies, reducing the need for costly trial-and-error.
Automate code generation: Models can be automatically translated into executable code, minimizing manual coding efforts and ensuring greater consistency and reliability.
Common Model-Based Design Tools
Several tools in the market provide comprehensive support for Model-Based Design. Below are some of the most widely used platforms:
1. MATLAB and Simulink (by MathWorks)
MATLAB and Simulink are among the most recognized and widely used tools for Model-Based Design. MATLAB is a high-level programming language that is used for mathematical computing, data analysis, and algorithm development. Simulink, on the other hand, is a graphical modeling environment for dynamic system simulation. Together, these tools offer a robust platform for designing control systems, signal processing systems, and embedded systems.
Simulinkâs block diagram interface allows users to model systems with a set of interconnected blocks that represent mathematical functions, subsystems, or physical components. It supports automatic code generation for embedded systems, providing seamless integration with hardware platforms. The real-time simulation capabilities and extensive library of predefined blocks make Simulink an essential tool for Model-Based Design, particularly in automotive, aerospace, and robotics industries.
2. Stateflow (also by MathWorks)
Stateflow is an extension of Simulink that is used for modeling state machines, control logic, and event-driven systems. It allows users to model complex decision-making processes, time-based events, and state transitions using state charts, flow diagrams, and truth tables. Stateflow is crucial for the design of embedded control systems, as it facilitates the design of systems that involve different operational states, such as those found in embedded controllers for vehicles, industrial robots, and aircraft.
Stateflow also integrates seamlessly with Simulink and MATLAB, allowing for automatic code generation, simulation, and testing.
3. dSPACE
dSPACE is a platform used for developing and testing embedded control systems, particularly for automotive and aerospace applications. Its tools support model-based development, including real-time simulation and hardware-in-the-loop (HIL) testing. dSPACE offers a variety of products, including simulation software, testing hardware, and automatic code generation tools.
dSPACE is particularly known for its ability to integrate with hardware systems to create real-time simulations of complex embedded systems. This is highly valuable in industries where precise testing is required to evaluate the behavior of systems before deployment.
4. Xilinx Vivado Design Suite
Xilinx Vivado is a powerful toolset used for FPGA (Field-Programmable Gate Array) and SoC (System on Chip) design. It supports Model-Based Design through its integration with high-level modeling tools like MATLAB and Simulink. Vivado allows users to design, simulate, and implement FPGA-based systems using a graphical interface, making it ideal for hardware-centric designs.
The suite offers automatic code generation and synthesis for hardware description languages (HDL) and is highly useful for designing custom hardware architectures for signal processing, communications, and control systems.
5. Autodesk Fusion 360
While primarily a CAD (Computer-Aided Design) tool, Autodesk Fusion 360 integrates well with Model-Based Design approaches, particularly in mechanical engineering and product development. It offers simulation capabilities and supports generative design, which helps engineers explore optimal design solutions based on user-defined constraints.
Fusion 360 is highly collaborative, with cloud-based tools that enable team members to work together across disciplines. For Model-Based Design, Fusion 360 is helpful in modeling physical systems and generating simulations for mechanical, electrical, and thermal analysis.
Benefits of Using Model-Based Design Tools
The adoption of Model-Based Design tools in industries such as automotive, aerospace, robotics, and industrial automation has proven to be a game-changer due to the following benefits:
1. Faster Time-to-Market
By enabling engineers to simulate and validate systems before physical prototypes are made, Model-Based Design tools significantly reduce the time spent on design iterations. This leads to faster product development cycles and earlier market entry.
2. Cost Savings
Prototyping and testing physical systems can be costly. Model-Based Design tools reduce the need for expensive physical prototypes and testing by providing digital alternatives for simulation. This can lead to substantial cost savings over the course of a project.
3. Improved Design Quality
The ability to test designs under various conditions helps ensure that the final product is more reliable and performs as expected. With continuous verification and validation at every stage, the likelihood of errors in the final product is minimized.
4. Enhanced Collaboration
Model-Based Design tools provide a unified platform for different engineering disciplines to collaborate. Whether itâs software developers, mechanical engineers, or electrical engineers, the visual and simulation-based nature of the tools fosters clearer communication and reduces misunderstandings.
Challenges and Considerations
Despite the many advantages, implementing Model-Based Design tools does come with challenges. These may include:
Learning curve: Some Model-Based Design tools can be complex, requiring time and training for engineers to become proficient.
Tool compatibility: In some cases, integration between different tools (e.g., MATLAB with dSPACE or Vivado) can be difficult, requiring additional configuration or middleware.
Computational resources: Simulations, especially for complex systems, can be resource-intensive, requiring powerful computing infrastructure to run in real time.
Conclusion
Model-Based Design tools by servotechinc represent a significant leap in how engineers and developers approach system design, simulation, and testing. They provide a powerful and efficient way to visualize, validate, and optimize designs before they are physically realized, ultimately saving time, costs, and improving the overall quality of the final product. As industries continue to evolve and demand higher levels of precision and innovation, the role of Model-Based Design tools will only become more integral to the development of cutting-edge systems.
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Quantitative Finance vs. Traditional Investment Banking: Key Differences and Career Prospects
In the dynamic world of finance, two distinct domainsâquantitative finance and traditional investment banking - continue to shape global markets. While traditional investment banking focuses on corporate finance, mergers, and acquisitions, quantitative finance leverages mathematical models and algorithms for trading and risk management. Understanding the key differences between these fields is essential for aspiring finance professionals seeking the right career path.
What is Traditional Investment Banking?
Traditional investment banking involves providing financial advisory services, underwriting securities, and facilitating capital raising for corporations and institutions. It primarily focuses on deal-making, investment strategies, and client relationships.
1. Key Responsibilities
Mergers and acquisitions (M&A) advisory
Initial Public Offerings (IPOs) and capital raising
Debt and equity financing
Corporate restructuring
2. Skills Required
Strong financial modeling and valuation expertise
Negotiation and relationship management
Understanding of market trends and economic indicators
Communication and presentation skills
What is Quantitative Finance?
Quantitative finance, often referred to as âquant finance,â applies mathematical and statistical models to analyze financial markets and develop trading strategies. It is deeply rooted in programming, data analysis, and machine learning.
1. Key Responsibilities
Developing and implementing algorithmic trading strategies
Risk assessment and management using statistical models
Pricing complex financial instruments
Portfolio optimization using advanced mathematics
2. Skills Required
Proficiency in programming languages like Python, R, or MATLAB
Advanced knowledge of calculus, probability, and statistics
Machine learning and AI applications in finance
Strong analytical and problem-solving skills
Career Prospects in Both Fields
Both investment banking and quantitative finance offer lucrative career opportunities, but they cater to different skill sets and career trajectories.
1. Traditional Investment Banking Careers
Investment Banking Analyst
M&A Consultant
Corporate Finance Specialist
Equity Research Analyst
2. Quantitative Finance Careers
Quantitative Analyst (Quant)
Algorithmic Trader
Risk Manager
Data Scientist in Finance
Future of Both Fields
With the rise of AI and automation, investment banks are integrating quantitative techniques into traditional finance practices. Hybrid roles are emerging, where professionals combine financial expertise with technical skills. Enrolling in a Best Financial Modelling Certification Course in Kolkata can enhance oneâs ability to secure financial data and transactions against cyber threats.
Conclusion
Both quantitative finance and traditional investment banking play vital roles in shaping the financial landscape. Choosing between the two depends on oneâs interest-whether in relationship-driven corporate finance or algorithmic and data-driven trading. With technological advancements blurring the lines between both domains, acquiring a mix of skills can open doors to broader career opportunities in modern finance.
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Walked into my first physics lecture of many and got reminded that engineering is in fact very male dominated. This whole school is primarily male students but it's never been this apparent in my classes... actually no my Matlab class was also like this but that was 20 students, this is 60.
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Understanding Artificial Intelligence courses
AI-based courses are specific programmes provided by a higher education institute in Australia that help you learn the abilities of the full AI ecosystem. These classes are primarily geared for advanced and basic levels and can be delivered for free or for a price. Also, if you want to take an AI course, you must have some knowledge and experience with at least one of the following programming languages: Python, C/C++, or MATLAB.
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Sweden Software Development Market - Forecast(2024 - 2030)
Sweden Software Development Market Overview
The Sweden Software Development market size is analyzed to be $7,720.7 million in 2021 and is projected to reach $10,856.3 million in 2027, growing at a CAGR of 5.9% during the forecast period 2022-2027. The global Sweden Software Development Market size is estimated to surpass $3.7 billion by 2027, growing at an estimated CAGR of more than 5.8% during the forecast period 2022 - 2027. Software development is the process of creating, designing and deploying software, which is independent of computer hardware and makes the computer programmable using various programming languages.��Software development is primarily conducted by computer programmers, software engineers and software developers. Programmers and coders write source codes to program computers for specific tasks like merging databases, processing online orders, routing communications, source code generation, conducting searches or displaying text and graphics among others. According to a report by OECD, Sweden has one of the most digitally savvy populations in Europe; when it comes to familiarity with the internet and the adoption of this medium in their daily lives. The recent shift towards digitization, coupled with the growing trend towards Industry 4.0 and the Internet of Things, are some of the major factors that are driving the growth of the Sweden Software Development market. Software development in Sweden has gained a lot of traction in recent years. The markets have witnessed an increasing number of investments and acquisitions, particularly towards Computer-aided software engineering, which is projected to propel the growth of the Sweden software development market. For instance, in May 2021, the Swedish Foundation for Strategic Research (SSF), an independent public research funding organization, announced an investment of $19.7 million in software development in SSF Future Software Systems.
Report Coverage
The report: âSweden Software Development Industry Outlook â Forecast (2022-2027)â by IndustryARC covers an in-depth analysis of the following segments in the Sweden Software Development Industry.
By Language:Â Java, Javascript, Python, C#, C++, C, Php, Golang, Typescript, Matlab and Others.
By Market Demand:Â In-House on Payroll, Hired from Secondment Providers, Hired Freelancers, Fully Outsourced.
By Deployment Type:Â On-Premise, Cloud.
By Business Size:Â Small and Medium Business, Enterprises, Government.
By End-Use Industry:Â Banking And Financial Institutions, Insurance Firms, Media and Entertainment, Government, Defense, Telecommunications, Automotive, Consumer Goods and Retail, Healthcare, Manufacturing, Gaming, Others.
Request Sample
Key Takeaways
With the growth of software development, artificial intelligence and data sharing, the need for proper guidelines and policies relating to cyber security has become more crucial than ever. In order to combat the cyber security challenge, the Government of Sweden introduced the NIS directive in 2018, which introduced the requirements on information security and incident reporting for providers of infrastructure that are critical to the Swedish society.
As of now, most of the threat surveillance work has been handled by the financial institutions themselves and had no centralized mechanism for the purpose. Due to the growing need for a regulatory framework, in April 2019, the government of Sweden updated its Swedish Protective Security Act, which is set to tighten requirements for the security of IT systems at critical infrastructure providers under the supervision of Finansinspektionen, including the banks and market infrastructure firms. Developments like these are proving the market with new growth opportunities and is analyzed to boost the demand for the software development market in Sweden.
Although Sweden established a national strategy for cyber and information security in 2016, yet this strategy does not provide any specific guidance on how to prevent, handle or mitigate cyber-attacks in the financial sector. According to the Combatting the Cyber Threat in Sweden 2020 report by Oliver Wyman, the publishing of a sector-specific strategy for cyber security to direct the work in the Swedish financial, is set to provide the regional market with high growth opportunities in the near future. Factors like these are creating high growth opportunities for the Sweden Software Development Industry.
Sweden Software Development Market Segment Analysis - by Industry Vertical
In terms of End-use industry, the government segment also accounted for some market share in 2021 in the Sweden Software Development industry. The segment generated a revenue of $1,011.3 million in 2021 and is analyzed grow at a high CAGR of 5.87% during the forecast period to reach $1,424.3m in 2027. This is mainly due to the growing government efforts to coordinate and support digitalization within public administration and establish a framework for digital security in financial institutions in recent years. Additionally, according to the Digital Public Administration Factsheet Sweden 2021 report, the government formally launched the open data portal, dataportal.se which is aimed to provide way access to data resources from both private and public sector organizations. Furthermore, In December 2020, the Swedish government signed the Berlin Declaration on Digital Society and Value-Based Digital Government, which is aimed to foster digital transformation and Internet of Things adoption in order to allow citizens and businesses to harness the benefits and opportunities offered by modern digital technologies.
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Sweden Software Development Market Segment Analysis - by Language
By Language, Java segment accounted for the dominant market share in 2021. The segment generated a revenue of $1,554.1m in 2021 and is analyzed to grow at a CAGR of 5.8% during the forecast period to reach $2,172.3m in 2027. This is mainly owing to the high penetration of java programming language across enterprises and the availability of resources across the region. Additionally, the high rate of digitally skilled personnel in Sweden has propelled the demand for the programing language in the region. Sweden has one of the highest proportions of digitally skilled users in the world. According to the EU Education and Training Monitor 2020, 71% of the 16â19-year-old population have above basic digital and computer programming skills which is higher than the EU average. Furthermore, the growing demand for personalized software products in the region has resulted in an increase in demand for Java programming language. For instance, according to the Open Trade Gate Sweden Report by the National Board of Trade, almost 49% of the large companies, regardless of industry, develop their own software products.
Sweden Software Development Market Drivers
Increasing adoption and promotion of AI by the Government of Sweden
Artificial Intelligence is playing a vital role in the digital transformation, as it enables human capabilities including understanding, reasoning, planning and more, to be undertaken by software. This significantly increases efficiency and helps in the reduction of costs. As a result, to tap into this opportunity, in 2020, the Ministry of Enterprise and Innovation issued a report on the National Approach to Artificial Intelligence, which acknowledged the transformative nature of AI across the Internet of Things and computer programming sectors, while also emphasizing the need to create a framework that allows for the safe, secure and favorable climate for digitization and harnessing the opportunities of AI. Additionally, According to a report by Indiai.gov, for the years 2018 and 2019, the Swedish government allocated a sum of SEK 40 Million to increase focus on further education within Artificial Intelligence. Furthermore, according to a report by Indiaai.gov, the Swedish Government research and innovation agency Vinnova, invested around SEK 3Bn each year in fostering innovation across technology, transportation, communication and labor. Developments like these are promoting and boosting the adoption of Artificial Intelligence in Sweden, which is, in turn, driving the growth of the underlying software development market in Sweden.
Growing adoption of digitization in Public Administration
Sweden has one of the highest rates of internet users in the world. According to World Bank Data, in 2020, 94.5% of the Sweden population used the internet. Additionally, according to Eurostat data, 91% of the percent of the population used to the internet to interact with public authorities. Due to this high internet usage in the region, the government of Sweden is increasingly focusing on digitizing the public administration process, which is propelling the demand for the underlying software development market in the region. In January 2019 the Government established the Ministry of Infrastructure which was responsible for digitalization and facilitating seamless coordination within the Ministry with support from the unit of Digital Government. Additionally, according to the Digital Public Administration Factsheet Sweden 2020, the Government launched the Oppndata.se portal, which is set to publish open data and boost data-driven innovation in this field. According to the Digital Public Administration Factsheet Sweden 2020, at the end of 2019, the government launched two new projects which were aimed to establish a national basic data framework for basic data in public administration. Furthermore, In November 2020, changes to the justice legislation were passed through the act(2020:918) amending the Swedish Code of Judicial Procedure which is aimed to further enable and facilitate digital communication in court proceedings. Again, in March 2021, the government of Sweden started the development of Ombud, which is a Swedish national infrastructure for secure and digital management of powers of attorney and is currently under development by the Swedish Companies Registration Office, in close cooperation with the Swedish Tax Agency and the DIGG. Developments like these are some of the main factors that are driving the growth of the Sweden Software Development Market.
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Sweden Software Development Market Challenges
The increasing cost of Logging and high tax brackets are restricting the growth
Since the beginning, software engineers and developers use Logs for troubleshooting issues. As a result, maintenance and storage of the logs have become quite expensive. For instance, according to a report by Forbes, logs are becoming extremely noisy and expensive to store, especially in the Martech industry, where there is a lot of quick transactions. This significantly reduces the profit margin of enterprises, thereby hampering the growth of the underlying market. Although enterprises like Logz.io are trying to address the issue, it is still prevalent as one of the major challenges that are restricting the growth of the Software development market in Sweden. Additionally, Sweden has one of the most expensive labor rates in the Europe region along with the highest tax brackets, which significantly reduces the profit margin. According to a 2021 report by the International Trade Administration (ITA), a VAT rate of 25% generally applies to the import or sale of most products in Sweden, which represents about 18% of Swedenâs GDP, is higher than the EU average of 13%. As a result, various enterprises are outsourcing their work to a different regions where a skilled workforce is available at a cheaper rate along with lower tax brackets. Factors like these are some of the major challenges that are restricting the growth of the Software development market in Sweden.
Sweden Software Development Industry Outlook
Product launches, acquisitions and R&D activities are key strategies adopted by players in the Software Development Market. The top 10 Sweden Software Development companies include:
Exoft
Seeba
Ecommatrix
Innovise Group
Rite NRG
Codeblue
Source A Network AB
LoopLabz
SolveIT
Beetroot AB
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Recent Developments
In March 2022, Talenom announced the acquisition of three accounting firms in Sweden named Lindgren & Lindgren Ekonomi AB, Confido AB and RedovisningsbyrĂĽn ĂckerĂś AB. This acquisition is set to combine Talenomâs software development with expertise in the accounting industry in a unique way and strengthen its position across Sweden.
In March 2022, Swedish startup 'My Telescope' secured $3 million for its market intelligence software.
In November 2021, Swedish telecommunications giant Ericsson snapped up US cloud-service provider Vonage in a multibillion-dollar deal which is its biggest acquisition in recent years.
For more Information and Communications Technology related reports, please click here
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Watch : Fascinating Trailer Of Siddharth Anandâs âFighterâ Starring For The First Time Together Superstars Hrithik Roshan, Deepika Padukone
Makers of the aerial action thriller film âFighterâ have finally unveiled the filmâs much-awaited official trailer. The film is primarily shot at air bases in India with real Sukhoiâs, Indian fighter planes.
Helmed by Siddharth Anand, the film stars Hrithik Roshan, Deepika Padukone, and Anil Kapoor in the lead roles. This is the first time Hrithik and Deepika will be seen on the big â screen. Their sizzling chemistry has already created buzz with the songs.
Taking to Instagram, actor Hrithik Roshan dropped the trailer which he captioned, âDil aasmaan ke naamâŚaur jaan desh ke naam. Jai Hind #FighterTrailer OUT NOW. #Fighter Forever #FighterOn25thJan releasing worldwide. Experience on the big screen in IMAX 3D.â
The three-minute-nine-second long âFighterâ trailer takes the audience on an epic journey with the elite unit of the Indian Air Force â the Air Dragons. The squad members embark on a mission to safeguard our skies and nation by confronting looming threats. The trailer beautifully encapsulates the camaraderie, courage and sacrifice of these heroes.
With power-packed aerial action sequences, hard-hitting dialogues and strong performances of the star cast the âFighterâ trailer perfectly hits the patriotic nerve.
The film also stars Karan Singh Grover and Akshay Oberoi in the lead roles.
In the trailer, Hrithikâs character could be seen fighting with a terrorist and delivering a powerful dialogue, âPOK ka matlab hai Pakistan occupied Kashmir, tumne occupy kiya haiâŚmaalik hum hain. Tujh jaise terrorist ki wajah se agar hum badtameezi par utar aaye to tumhara har mohalla IOP ban jayega..India Occupied Pakistan.â
The film releases on January 25, 2024.
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Exploring Varied Programming Languages in Data Science Beyond Python and R.
Data science has become integral to industries, extracting insights and steering data-driven decisions. Programming languages form its core, with Python and R reigning supreme for years. However, a trend of diversification beyond these has emerged. In this blog, we delve into the significance of programming languages in data science, the emerging trend of using diverse languages, and the relevance of enrolling in a Data Science Course in Coimbatore for staying ahead in this dynamic field.
Overview of Python and R in Data Science:
Python and R, cherished for their simplicity and robust libraries, dominate data science. Python's versatility suits analysis, machine learning, and web development, while R excels in statistical computing. Limitations like speed and memory usage, particularly with vast datasets, motivate exploration beyond these languages.
Alternative Programming Languages for Data Science:
To overcome Python and R limitations, data scientists are exploring alternatives. Julia's speed and capacity for large datasets gain traction, Scala integrates with Apache Spark for big data, Java boasts a robust ecosystem for large-scale processing, and SQL remains vital for database operations. These alternatives offer expanded tools and functionalities.
Specialized Languages for Niche Applications:
MATLAB, tailored for engineering and science, excels in matrix operations. SAS, a stalwart in statistical analysis and business intelligence, remains reliable. JavaScript, primarily a web language, gains popularity for dynamic data visualization.
Emerging Languages and Trends:
As data science evolves, so do programming languages. Emerging languages like Go (Golang) for simplicity and concurrency, Rust for performance and safety, and Kotlin for interoperability with Java and flexibility in data-driven applications gain prominence. Enrolling in a Data Science Course Online is crucial for mastering these innovative tools.
Considerations for Language Selection:
Choosing the right language amid the multitude can be overwhelming. Project requirements, community support, learning curves, and accessibility are crucial considerations. Successful implementations, such as Airbnb's use of R, SQL, Python, Scala, and JavaScript, underscore the need for careful language selection and fostering a culture of learning.
In a rapidly evolving data science landscape, embracing diverse languages and continuous learning is pivotal. The strategic choice of programming languages, coupled with education through courses like the "Data Science Course in Coimbatore" or online, empowers data scientists to navigate complexities, unlock insights, and contribute significantly to their fields.
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Productivity Tip
Productivity looks different on everyone, and thatâs okay! Here is one tip that Iâve found really helps me out during school terms!
Different devices have different purposes.
Very often my brain subconsciously connects certain spaces and things with specific activities. For example: my desk is my work space, my bed is for sleeping, and my shower floor is for mental breakdowns (Iâm only half joking about the shower floor). Iâm pretty sure a lot of people can relate to this. As a âhackâ I dedicate certain devices to tasks just like the spaces throughout my apartment so that Iâm not tempted to scroll on twitter during an important class.Â
Iâm lucky enough that I have old laptops laying around. Like I have two Acer netbooks from like ~2010-ish, another Acer laptop that got me through high school, and my beautiful HP Envy x360 that I got as a graduation gift and I have plans to use through at least one Doctorate. Plus I have two phones that I paid for myself (a Google Pixel 2 without a SIM card and a Pixel 4a that is my actual cell phone). Obviously there is a TON of privilege in having multiple working devices (although the two Acer netbooks canât turn on if they arenât plugged into a wall outlet) and so this tip may not be useful for everyone. Iâll have an alternate tip on how to utilize one device in a later post.Â
Hereâs what my breakdown looks like for what I use my devices for Primarily & Secondarily.
HP Envy x360 - Note taking, homework assignments, MATLAB, 3D modeling, Research
Pixel 2 - Displaying my previous notes during lectures/ assessments that are open note, email, Linked In, Handshake, other professional networking
Pixel 4a - Entertainment, communication, Zoom calls, organization
Acer laptop (has a 360 degree hinge and a 13 inch screen) - I didnât have this available to me last semester because I left it at home, but here is what I plan on using for: Accessing digital versions of textbooks ( I will have to use either google drive or a USB for storage), possibly displaying notes instead of using the Pixel 2, blogging, essays, other e-books.
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Signal generator, electronic take a look at device that promises an as it should be calibrated signal at frequencies from the audio to the microwave ranges. It is valuable inside the development and checking out of digital hardware. The sign generator provides a sign that may be adjusted consistent with frequency, output voltage, impedence, waveform, and modulation.
 Signal mills are of five essential sorts: oscillators, which generate sine waves beneficial in measuring the response of loudspeakers, amplifiers, microphones, transducers, and acoustic structures; preferred signal mills, which generate sine waves over a wide variety of output energy and modulation, used, as an example, to check radio receivers and degree benefit, bandwidth, and sign-to-noise ratio; frequency synthesizers, which generate quite particular output frequencies over huge levels; pulse turbines, which produce pulsed indicators at unique period at precise frequencies; and random-noise mills, which produce a wideband noise for numerous styles of digital, mechanical, and mental testing.
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Best programming assignment help and MATLAB assignment help in USA

Searching for quality MATLAB homework help in your town? If yes, search no more.  You are on the rightful educational mentor ship site. Please register with us today and stay stress-free from your assignments workload this semester.  Indeed, its no-brainer that dealing with computer science applications is hectic and comprehensive. To score first-class grades, you must devote your patience and time to comprehend all that is necessary. Unlike other related branches of computer, computer science primarily deals with software theory development and design. Computer science students are mainly trained on how to analyze software programs by evaluating the performance of software and hardware. To see through these applications, you require overcoming the complexity of computer algorithms in designing applications that are used to enhance security and functionality. So, which are the most examinable topics under computer science?
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Matlab Online Activation Key
Where can I use Matlab?
Matlab Online Activation Key Office 2010
Matlab Activation Key Free
Activation Key For Matlab Online
Matlab R2018b Crack With Activation Key Full Torrent Download Matlab R2018b Crack (Math laboratory) is a very comprehensive and efficient environment for a high-level language. It offers many multiple programming paradigms. Matlab activation key enables complex computing, functions,. Before installing MATLAB, create your MathWorks account and activate your license. When prompted, enter your UARK email address and select either âStudent useâ or âTeaching or research in school,â as appropriate. In the MathWorks installer, select Log in with a MathWorks Account and follow the online instructions. When prompted to do so, select the license you want to use. Select the products you want to download and install. After downloading and installing your products, keep the Activate MATLAB checkbox selected and click Next. Entering a File Installation Key into a MATLAB installer downloaded directly from the MathWorks website will not enable you to install MATLAB on an offline machine. Administrators License administrators can obtain the Activation Key and File Installation Keys through through the. Matlab Crack Download Click Add Licens e in the upper right hand corner. Choose Associate by Activation Key and click Continue. Use the Activation Key you retrieved in step 2.
Matlab is available in the CETS-managed computer labs, Moore 100 (A, B &C), Towne M66, and Towne M70. Matlab is also available in the Virtual PC lab.SEAS students are eligible for the Student MatlabLicense. Other students can purchase a student license at the ComputerConnection. The purchased version includes all of the toolboxes that areavailable in the SEAS license, used in CETS labs and the SEAS Student MatlabLicense.
Matlab Toolboxes
Penn's Matlab site license is fully loaded and all licenses (student andresearch) support installing all the available toolboxes.
Note: The Data Acquisition Toolbox is onlyavailable in a 32-bit Windows version.
Open Source Alternatives to Matlab
GNU Octave is ahigh-level interpreted language, primarily intended for numerical computations.It provides capabilities for the numerical solution of linear and nonlinearproblems, and for performing other numerical experiments. It also providesextensive graphics capabilities for data visualization and manipulation. Octaveis normally used through its interactive command line interface, but it canalso be used to write non-interactive programs. The Octave language is quitesimilar to Matlab so that most programs are easily portable. Octave is alreadyinstalled on CETS-managed Linux systems.
SageMath is an online open sourcealternative to Matlab.
Eligibility Requirements
Licenses are available for purchase from CETS. These are the eligibilityrequirements:
Faculty and staff researchers can purchase licenses for their researchgroup or research assistants. A Penn budget code is required topurchase licenses. We do not accept or process Purchase Orders or anyother form of payment.
SEAS has two types of Matlab licenses available for research users topurchase: a standalone license and a networked license. Either license willwork with Windows, Unix/Linux, or Mac.
The standalone license runs the license server software directly on yourmachine. This type of license is recommended if you are using a laptop or othercomputer that might not always be connected to the network when you want to usethe software. With standalone licenses it is also possible to run severalcopies of Matlab with one standalone license which may suit end users withparallel jobs better than network licenses. Licenses must be purchased for eachmachine where you want to run Matlab.
The networked license is served from a license server run by CETS. Thisoption allows you to share a number of licenses with a larger number of peopleor computers. Matlab automatically checks the licenses out and back in, and ournetworked server keeps track of how many licenses are available. Networkedlicenses are also convenient because they work with any version of Matlabwithout having to generate a new license file.
With either type of license, you are essentially renting a part of thelicense from CETS. Therefore, you must renew this license annually. Since thecost of Matlab is shared among all of the license users, and the priceMathworks charges us changes over time, the prices to rent this license willlikely change every year. These prices cover software updates upon request, andinstallation help for machines with common configurations. There may beadditional service charges for license changes mid-year, orconsulting/troubleshooting requests.
This license covers academic research only. Matlab may be subject to exportrestrictions. Review the license before use for commercially funded research,external consulting or international travel. All Matlab users are responsibleto use this software in accordance with the license restrictions.
Please check the Mathworks web site for complete Matlab systemrequirements.
How do I get a Matlab license?
Faculty and Researchers
Faculty and researchers can request licenses here:
MatlabRequest Form(PennKeyrequired)

SEAS Students
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SEAS offers free Student Matlab licenses to all currently enrolled SEASstudents with these restrictions:
The software may only be used for academic coursework and research.
No commercial research is permitted.
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