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digitaldetoxworld · 14 days ago
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Python Programming Language: A Comprehensive Guide
 Python is one of the maximum widely used and hastily growing programming languages within the world. Known for its simplicity, versatility, and great ecosystem, Python has become the cross-to desire for beginners, professionals, and organizations across industries.
What is Python used for
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🐍 What is Python?
Python is a excessive-stage, interpreted, fashionable-purpose programming language.  The language emphasizes clarity, concise syntax, and code simplicity, making it an excellent device for the whole lot from web development to synthetic intelligence.
Its syntax is designed to be readable and easy, regularly described as being near the English language. This ease of information has led Python to be adopted no longer simplest through programmers but also by way of scientists, mathematicians, and analysts who may not have a formal heritage in software engineering.
📜 Brief History of Python
Late Nineteen Eighties: Guido van Rossum starts work on Python as a hobby task.
1991: Python zero.9.0 is released, presenting classes, functions, and exception managing.
2000: Python 2.Zero is launched, introducing capabilities like list comprehensions and rubbish collection.
2008: Python 3.Zero is launched with considerable upgrades but breaks backward compatibility.
2024: Python three.12 is the modern day strong model, enhancing performance and typing support.
⭐ Key Features of Python
Easy to Learn and Use:
Python's syntax is simple and similar to English, making it a high-quality first programming language.
Interpreted Language:
Python isn't always compiled into device code; it's far done line by using line the usage of an interpreter, which makes debugging less complicated.
Cross-Platform:
Python code runs on Windows, macOS, Linux, and even cell devices and embedded structures.
Dynamic Typing:
Variables don’t require explicit type declarations; types are decided at runtime.
Object-Oriented and Functional:
Python helps each item-orientated programming (OOP) and practical programming paradigms.
Extensive Standard Library:
Python includes a rich set of built-in modules for string operations, report I/O, databases, networking, and more.
Huge Ecosystem of Libraries:
From data technological know-how to net development, Python's atmosphere consists of thousands of programs like NumPy, pandas, TensorFlow, Flask, Django, and many greater.
📌 Basic Python Syntax
Here's an instance of a easy Python program:
python
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def greet(call):
    print(f"Hello, call!")
greet("Alice")
Output:
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Hello, Alice!
Key Syntax Elements:
Indentation is used to define blocks (no curly braces  like in different languages).
Variables are declared via task: x = 5
Comments use #:
# This is a remark
Print Function:
print("Hello")
📊 Python Data Types
Python has several built-in data kinds:
Numeric: int, go with the flow, complicated
Text: str
Boolean: bool (True, False)
Sequence: listing, tuple, range
Mapping: dict
Set Types: set, frozenset
Example:
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age = 25             # int
name = "John"        # str
top = 5.Nine         # drift
is_student = True    # bool
colors = ["red", "green", "blue"]  # listing
🔁 Control Structures
Conditional Statements:
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if age > 18:
    print("Adult")
elif age == 18:
    print("Just became an person")
else:
    print("Minor")
Loops:
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for color in hues:
    print(coloration)
while age < 30:
    age += 1
🔧 Functions and Modules
Defining a Function:
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def upload(a, b):
    return a + b
Importing a Module:
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import math
print(math.Sqrt(sixteen))  # Output: four.0
🗂️ Object-Oriented Programming (OOP)
Python supports OOP functions such as lessons, inheritance, and encapsulation.
Python
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elegance Animal:
    def __init__(self, call):
        self.Call = name
def communicate(self):
        print(f"self.Call makes a valid")
dog = Animal("Dog")
dog.Speak()  # Output: Dog makes a legitimate
🧠 Applications of Python
Python is used in nearly each area of era:
1. Web Development
Frameworks like Django, Flask, and FastAPI make Python fantastic for building scalable web programs.
2. Data Science & Analytics
Libraries like pandas, NumPy, and Matplotlib permit for data manipulation, evaluation, and visualization.
Three. Machine Learning & AI
Python is the dominant language for AI, way to TensorFlow, PyTorch, scikit-research, and Keras.
4. Automation & Scripting
Python is extensively used for automating tasks like file managing, device tracking, and data scraping.
Five. Game Development
Frameworks like Pygame allow builders to build simple 2D games.
6. Desktop Applications
With libraries like Tkinter and PyQt, Python may be used to create cross-platform computing device apps.
7. Cybersecurity
Python is often used to write security equipment, penetration trying out scripts, and make the most development.
📚 Popular Python Libraries
NumPy: Numerical computing
pandas: Data analysis
Matplotlib / Seaborn: Visualization
scikit-study: Machine mastering
BeautifulSoup / Scrapy: Web scraping
Flask / Django: Web frameworks
OpenCV: Image processing
PyTorch / TensorFlow: Deep mastering
SQLAlchemy: Database ORM
💻 Python Tools and IDEs
Popular environments and tools for writing Python code encompass:
PyCharm: Full-featured Python IDE.
VS Code: Lightweight and extensible editor.
Jupyter Notebook: Interactive environment for statistics technological know-how and studies.
IDLE: Python’s default editor.
🔐 Strengths of Python
Easy to study and write
Large community and wealthy documentation
Extensive 0.33-birthday celebration libraries
Strong support for clinical computing and AI
Cross-platform compatibility
⚠️ Limitations of Python
Slower than compiled languages like C/C++
Not perfect for mobile app improvement
High memory usage in massive-scale packages
GIL (Global Interpreter Lock) restricts genuine multithreading in CPython
🧭 Learning Path for Python Beginners
Learn variables, facts types, and control glide.
Practice features and loops.
Understand modules and report coping with.
Explore OOP concepts.
Work on small initiatives (e.G., calculator, to-do app).
Dive into unique areas like statistics technological know-how, automation, or web development.
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invalid-coder · 6 months ago
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Want to code but don’t know where to start?
🐍 Learn Python in just 30 minutes with this FREE module from Microsoft! Hands-on exercises, beginner-friendly, and you’ll even earn a badge! 🚀 Start here:
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paeinovis · 2 years ago
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Mom putting on Magellan tv (The Space Documentary Channel) activated my trap card (adhd ramble mode)
#i did not shut up for. hours idbsjbdhf#text#paersonal#i did learn some things!! but a lot of it I was like adding facts n shit jdbdjdb#tbf though one of the documentaries literally went beat for beat through a sequence I had done in a powerpoint from years ago#(right after I told her abt it)#a lot of times I'd say something n they'd immediately say the same thing n I was like oh fuck#or ask a question that they then address it was rly funny#but like history stuff of the space programs idk So well#bc well there's a lot of em#best quote was them talking abt Hubble then saying 'jwst will have 1000x the power. imagine what we'll see in 2018-2019' like RIPPPPP#love my old textbook that mentions it launching in like early 2010s like honey . it's going to be delayed 10 or whatever years jdbejdb#astronomers don't love deadlines is the thing. we don't get stuff done on tine#time*#but in COLLEGE they HATE That !!#which is why I suck at college (unless they give me some extra fucking time bc I have super mega adhd lmao)#(e.g. not finishing one of my ast python classes n taking an incomplete n then finishing it over winter break for an A. like wow#crazy that when I get accommodated I can Do It and do it well. apparently I'm like. the ONLY student in our department to have finished#an incomplete bfishdj. like the prof for that class mentioned it in a dept meeting or something jsbdnlhdj#or that he's actually had finish and incomplete or something#bc my research prof told me he said that n I was like Oh Jeez)
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dreamdolldeveloper · 1 year ago
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back to basics
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mostly free resources to help you learn the basics that i've gathered for myself so far that i think are cool
everyday
gcfglobal - about the internet, online safety and for kids, life skills like applying for jobs, career planning, resume writing, online learning, today's skills like 3d printing, photoshop, smartphone basics, microsoft office apps, and mac friendly. they have core skills like reading, math, science, language learning - some topics are sparse so hopefully they keep adding things on. great site to start off on learning.
handsonbanking - learn about finances. after highschool, credit, banking, investing, money management, debt, goal setting, loans, cars, small businesses, military, insurance, retirement, etc.
bbc - learning for all ages. primary to adult. arts, history, science, math, reading, english, french, all the way to functional and vocational skills for adults as well, great site!
education.ket - workplace essential skills
general education
mathsgenie - GCSE revision, grade 1-9, math stages 1-14, provides more resources! completely free.
khan academy - pre-k to college, life skills, test prep (sats, mcat, etc), get ready courses, AP, partner courses like NASA, etc. so much more!
aleks - k-12 + higher ed learning program. adapts to each student.
biology4kids - learn biology
cosmos4kids - learn astronomy basics
chem4kids - learn chemistry
physics4kids - learn physics
numbernut - math basics (arithmetic, fractions and decimals, roots and exponents, prealgebra)
education.ket - primary to adult. includes highschool equivalent test prep, the core skills. they have a free resource library and they sell workbooks. they have one on work-life essentials (high demand career sectors + soft skills)
youtube channels
the organic chemistry tutor
khanacademy
crashcourse
tabletclassmath
2minmaths
kevinmathscience
professor leonard
greenemath
mathantics
3blue1brown
literacy
readworks - reading comprehension, build background knowledge, grow your vocabulary, strengthen strategic reading
chompchomp - grammar knowledge
tutors
not the "free resource" part of this post but sometimes we forget we can be tutored especially as an adult. just because we don't have formal education does not mean we can't get 1:1 teaching! please do you research and don't be afraid to try out different tutors. and remember you're not dumb just because someone's teaching style doesn't match up with your learning style.
cambridge coaching - medical school, mba and business, law school, graduate, college academics, high school and college process, middle school and high school admissions
preply - language tutoring. affordable!
revolutionprep - math, science, english, history, computer science (ap, html/css, java, python c++), foreign languages (german, korean, french, italian, spanish, japanese, chinese, esl)
varsity tutors - k-5 subjects, ap, test prep, languages, math, science & engineering, coding, homeschool, college essays, essay editing, etc
chegg - biology, business, engineering/computer science, math, homework help, textbook support, rent and buying books
learn to be - k-12 subjects
for languages
lingq - app. created by steve kaufmann, a polygot (fluent in 20+ languages) an amazing language learning platform that compiles content in 20+ languages like podcasts, graded readers, story times, vlogs, radio, books, the feature to put in your own books! immersion, comprehensible input.
flexiclasses - option to study abroad, resources to learn, mandarin, cantonese, japanese, vietnamese, korean, italian, russian, taiwanese hokkien, shanghainese.
fluentin3months - bootcamp, consultation available, languages: spanish, french, korean, german, chinese, japanese, russian, italian.
fluenz - spanish immersion both online and in person - intensive.
pimsleur - not tutoring** online learning using apps and their method. up to 50 languages, free trial available.
incase time has passed since i last posted this, check on the original post (not the reblogs) to see if i updated link or added new resources. i think i want to add laguage resources at some point too but until then, happy learning!!
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ms-demeanor · 1 year ago
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*screaming*
*continued screaming*
Okay. So. My introductory Visual C# class.
The professor for that class was Alice. Alice was the person who spoke in the introductory video and the person who we were supposed to email if we had any issues.
But all of the assignments, lectures, and quizzes were written and delivered by Bob. On the youtube channel "Bob's programming academy." The quizzes included Bob's name, like "if you do X will it return the string ProfessorBob, Professor, Bob, or Professor.Bob?"
This class was really frustrating for me because it was structured in such a way that you could easily pass the class with zero knowledge of the subject - it was totally based on quizzes that you could take an unlimited number of times and we *had* weekly programming assignments but they weren't graded so there was no incentive to do them (and look, if I wanted to teach myself programming with no incentives I could fail for several years to do that on my own, I don't need to pay fifty bucks a unit for that; the reason I am in a *class* and am not self-taught is because I need external motivation. That's why I sought out a class).
Also when there *was* a problem with an instruction that was unclear in one of the videos for the assignments, or if I thought I'd done something correctly that was very much incorrect, it wasn't Alice who had created the instructions, it was Bob - in 2017 no less - and I didn't really feel like I could ask Alice for help with an ungraded assignment that she hadn't written.
So. Now. My Python class.
Today is the first day of class. Professor is Charles.
I go to the mandatory attendance quiz and it is word-for-word the same mandatory attendance quiz as the C# class, down to the final question "what is your personal email address so I can keep in contact with you after the semester?"
I look at the syllabus.
Class grade is based on quizzes. We have assignments but none of them are graded. There's no textbook, just a series of videos from Professor Bob's Programming Academy.
So I'd been toying with staying at this school and trying to take more CS classes instead of going to another school, just to try to keep my records easier to manage, but since it seems like that *ENTIRE DEPARTMENT* is five Professor Bobs in a trenchcoat, I will probably be going somewhere else (and once again trying to force myself to do projects that I already know are *good for me to do* but *useless for the class and a massive time suck*)
I should drop this class. I should drop this class and apply for the other school so that I can start taking classes there in the spring because if I take this class and then go into the object oriented programming class in the spring and it's another professor bob sock puppet and I end up taking twelve units of programming classes where all I learn is how to google answers in a short time frame (something I already know how to do thanks) I am going to fucking lose it.
Also, again: I have a Bachelor's Degree. I spent five years at a community college when I was getting that degree. I took probably a dozen online classes starting in 2005 and going until 2011 in the process of getting that degree.
THIS bullshit, this "I'm your professor but actually I'm not and all the materials were created by someone else in the department or came directly from the textbook publisher and there is no writing and there are no assignments everything is multiple choice quizzes that are automatically graded" is *dogshit.*
This is NOT how online classes worked back in my day, not even online math classes, and as much as I know adjuncts are getting fucked over by academia in general, this isn't something that these professors should be getting paid as much as they are to do. Alice checked whether or not students turned in a hello world assignment and gave a pass/fail grades for three discussion boards that were responses to youtube videos. Nothing else in the class required her input. If this is the level of instruction that students are getting then the class is already automated and the students shouldn't have to pay for it.
This is crap. This is an incredible level of crap.
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frank-olivier · 2 months ago
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The story of BASIC’s development began in 1963, when Kemeny and Kurtz, both mathematics professors at Dartmouth, recognized the need for a programming language that could be used by non-technical students. At the time, most programming languages were complex and required a strong background in mathematics and computer science. Kemeny and Kurtz wanted to create a language that would allow students from all disciplines to use computers, regardless of their technical expertise.
The development of BASIC was a collaborative effort between Kemeny, Kurtz, and a team of students, including Mary Kenneth Keller, John McGeachie, and others. The team worked tirelessly to design a language that was easy to learn and use, with a syntax that was simple and intuitive. They drew inspiration from existing programming languages, such as ALGOL and FORTRAN, but also introduced many innovative features that would become hallmarks of the BASIC language.
One of the key innovations of BASIC was its use of simple, English-like commands. Unlike other programming languages, which required users to learn complex syntax and notation, BASIC used commands such as “PRINT” and “INPUT” that were easy to understand and remember. This made it possible for non-technical users to write programs and interact with the computer, without needing to have a deep understanding of computer science.
BASIC was first implemented on the Dartmouth Time-Sharing System, a pioneering computer system that allowed multiple users to interact with the computer simultaneously. The Time-Sharing System was a major innovation in itself, as it allowed users to share the computer’s resources and work on their own projects independently. With BASIC, users could write programs, run simulations, and analyze data, all from the comfort of their own terminals.
The impact of BASIC was immediate and profound. The language quickly gained popularity, not just at Dartmouth, but also at other universities and institutions around the world. It became the language of choice for many introductory programming courses, and its simplicity and ease of use made it an ideal language for beginners. As the personal computer revolution took hold in the 1970s and 1980s, BASIC became the language of choice for many hobbyists and enthusiasts, who used it to write games, utilities, and other applications.
Today, BASIC remains a popular language, with many variants and implementations available. While it may not be as widely used as it once was, its influence can still be seen in many modern programming languages, including Visual Basic, Python, and JavaScript. The development of BASIC was a major milestone in the history of computer science, as it democratized computing and made it accessible to a wider range of people.
The Birth of BASIC (Dartmouth College, August 2014)
youtube
Friday, April 25, 2025
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oneictskills · 3 months ago
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werewolfcodes · 1 year ago
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welcome to my blog!
my name is axel. i am new to codeblr, but not new to tumblr. i am a college student studying computer science, but i started teaching myself how to code before academically studying cs. i have truly fallen in love with coding and it is one of my passions. i have been coding since march of 2023. my language of choice is python, but i have experience in html, css, and very little javascript. i am also currently learning java (slowly) alongside js.
on this account, expect to see posts about current projects i am working on, ideas i have, rambles, tips, and programming/coding resources i come across. right now i am working on gui projects, but i do occasionally use pygame.
outside of coding, i love playing videogames, writing, and i'm getting back into drawing.
DNI if map or terf.
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unknownstarrl · 25 days ago
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Twst OC
[Link]
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Gacha ver:
Normal form True form
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Bio:
Name: Hestia Basilisk
Age: 16+
V/A: Enoki Junya
Gender: Male
Race: Hybrid (half beastmen half fae)
Sexuality: Pansexual
Birthday: May 2nd (Taurus)
Height: 167cm (Normal form) - 5m (True form)
Dominant hand: Right
Homeland: Sunset Savanna
Family: Mr Basilisk (Beastmen)
Mrs Basilisk (Fae)
Nicknames: Reptile (Grim), Tia-chan (Cater), Snake (Leona), Monsieur le Serpent Rouge (Rook), Red eel/Koman-kun (Floyd)
Favorite food: Anything edible that fit his mouth
Least favorite food: Frozen food
Hobbies: Sunbathing, climbing trees, swimming, caring for bonsai trees, learning piano
Talents: night vision, camouflage, fighting, high flexibility
Student profile:
School: Night Raven College
Class: 1-D (No.53)
Year: Freshman
Dorm: Scarabia
Club: Track and Field
Favorite subject: None
Least favorite subject: History
Best subject: P.E
Unique Magic:
Incantation: "Quiet now… you won’t feel a thing. Serpent's Coil!"
Ability: Hestia creates serpent-shaped restrains multiple targets
Appearance:
Hestia is a young man with dark skin and a modest height. He has long red hair that is braided, with long, pointed ears like fae and yellow eyes like a hunting snake. Hestia has a large scar on his right eye and always wears an eye patch to cover the injury. Besides the injury on his eye, scars can be found all over Hestia’s body, mostly on his arms and legs.
Hestia always wears a red gemstone-shaped pendant, which is actually a charm with the ability to substitute transformation potions. It allows him to change his appearance at will without needing any potion.
Hestia’s true form is that the lower half of his body is a long red python tail about 5-6 meters long, because Hestia is still in his growing stage, his tail is not very long. Compared to his father, he still looks like a child.
Personality:
Hestia is a rather quiet person. He rarely talks to strangers and doesn’t care much for unnecessary social interactions. Unlike other NRC students, Hestia doesn’t like using violence to solve problems and always tries to avoid conflicts as much as possible. This made many Savanaclaw students tease him, saying he fits Ignihyde more than Scarabia.
Although Hestia doesn’t like to use violence to solve problems, when he gets angry, it’s not fun at all. Students who have faced him say that his squeeze is much more painful than Floyd’s.
Background:
Hestia's father is a merchant, so their family often traveled all over Twisted Wonderland for business. Currently, they have settled in Sunset Savanna. Since Hestia used to follow his father on business trips from a young age, he developed a strong business sense. This has led Azul to try several times to recruit him to work at Mostro Lounge, but Hestia always declined
Hestia’s mother was once a well-known pianist, but she retired after getting married, dedicating herself fully to her family and becoming a homemaker. She rarely spoke about her side of the family, and from what Hestia knew, she had cut ties with her parents and left home to pursue her music career. As an understanding son, he never asked about his maternal grandparents. Even though his mother always said she was fine, deep down, he knew she still missed her family
Relationship:
Best friends: Jack, Deuce, Rosalind
Friends: Ace, Grim, Ortho, Epel
Classmate: Sebek
Regards: Kalim, Jamil, Trein, Vargas
Hate: Octavinelle trio
Trivia:
Hestia was twisted from Hista - The legend of Tarzan
The name "Hestia" was taken from the Greek goddess Hestia—the goddess of fire, family, the hearth, and domestic life. "Basilisk" was named after a legendary reptile known as the serpent king, said to cause death to anyone who looks directly into its eyes
Because the true forms are too large and could cause inconvenience when moving around and might affect others, Hestia and his father rarely reveals their real appearances outside of their home
The charm was created by his mother, who is a fae. With her vast knowledge of magic, she crafted one for both Hestia and his father to help make their work and studies more convenient without relying on potions.
Hestia awakened his unique magic at the age of six, during a time when he was being bullied by a classmate and no one stood up for him
Hestia and Rosalind first met in Chapter 1 when she accidentally bumped into him while chasing after Grim. Later, they met again in Chapter 2 when Rosalind and the Heartslabyul group were keeping an eye on potential suspects involved in the strange accidents related to the Magift tournament
Hestia was one of the few who didn’t fall under Jamil’s brainwashing and tried to stop Rosalind and Grim from going to Scarabia Dorm in order to prevent Jamil’s sinister plan
Hestia was also the one who tried to help Rosalind and Grim escape from Scarabia Dorm, but he was eventually captured and put under Jamil’s Unique Magic. He remained under its control until Rosalind’s group returned with Octavinelle, finally freeing him from the spell.
Hestia is very close to Jack, partly because they’re in the same club, and partly because they share a similar hobby—taking care of plants. However, their preferences differ slightly: Hestia enjoys tending to bonsai trees, while Jack prefers caring for cacti.
Hestia once revealed that the noticeable scars on his body were the result of a cruel prank by his classmates back in middle school. The injuries were so severe that even magic couldn't completely heal them. His father immediately sued the bullies’ families and the school for negligence. After the incident, Hestia’s family moved away and never returned
In Chapter 7, it is revealed that Hestia's dream is to see his mother return to being a pianist and reconcile with her parents.
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mitvpusolapur · 1 month ago
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Top B.Tech Courses in Maharashtra – CSE, AI, IT, and ECE Compared
B.Tech courses continue to attract students across India, and Maharashtra remains one of the most preferred states for higher technical education. From metro cities to emerging academic hubs like Solapur, students get access to diverse courses and skilled faculty. Among all available options, four major branches stand out: Computer Science and Engineering (CSE), Artificial Intelligence (AI), Information Technology (IT), and Electronics and Communication Engineering (ECE).
Each of these streams offers a different learning path. B.Tech in Computer Science and Engineering focuses on coding, algorithms, and system design. Students learn Python, Java, data structures, software engineering, and database systems. These skills are relevant for software companies, startups, and IT consulting.
B.Tech in Artificial Intelligence covers deep learning, neural networks, data processing, and computer vision. Students work on real-world problems using AI models. They also learn about ethical AI practices and automation systems. Companies hiring AI talent are in healthcare, retail, fintech, and manufacturing.
B.Tech in IT trains students in systems administration, networking, cloud computing, and application services. Graduates often work in system support, IT infrastructure, and data management. IT blends technical and management skills for enterprise use.
B.Tech ECE is for students who enjoy working with circuits, embedded systems, mobile communication, robotics, and signal processing. This stream is useful for telecom companies, consumer electronics, and control systems in industries.
Key Differences Between These B.Tech Programs:
CSE is programming-intensive. IT includes applications and system-level operations.
AI goes deeper into data modeling and pattern recognition.
ECE focuses more on hardware, communication, and embedded tech.
AI and CSE overlap, but AI involves more research-based learning.
How to Choose the Right B.Tech Specialization:
Ask yourself what excites you: coding, logic, data, devices, or systems.
Look for colleges with labs, project-based learning, and internship support.
Talk to seniors or alumni to understand real-life learning and placements.
Explore industry demand and long-term growth in each field.
MIT Vishwaprayag University, Solapur, offers all four B.Tech programs with updated syllabi, modern infrastructure, and practical training. Students work on live projects, participate in competitions, and build career skills through soft skills training. The university also encourages innovation and startup thinking.
Choosing the right course depends on interest and learning style. CSE and AI suit tech lovers who like coding and research. ECE is great for those who enjoy building real-world devices. IT fits students who want to blend business with technology.
Take time to explore the subjects and talk to faculty before selecting a stream. Your B.Tech journey shapes your future, so make an informed choice.
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jadecitrusmint · 11 months ago
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Hello, I'm starting college soon, majoring in statistics. When I mention my course, people often warn me about its difficulty and hope I'll manage to stay through all years. Could you provide tips on how to persevere until the fourth year? And I want to advance study. What should I focus on studying? Also, would you recommend a laptop or a tablet/ ipad?
Thank youu :3
Hello! I got a lot of the same comments when I picked stats as my major🥲
Two things are key to persevering through a stats degree, (1) not beating yourself up when you fail and (2) reaching out for help when you don’t understand something. Stats has a lot of disconnected but continually reappearing topics and you’ll get confused and fail sometime- that is perfectly okay and normal, you just have to learn to let it roll off your back and do better next time! This is when my second tip of reaching out to professors, other students, or uni resources come in. Your professors want you to understand the content (or at the very least are paid to ensure you understand the content)- go to them when you don’t understand something! There is no shame in asking for help.
All calc, especially your multivariate calc, is very relevant to statistics, so I’d brush up on your calc 1 and calc 2 skills if it’s been a while since you’ve used them. Additionally, I’d review probability rules, and basic things like finding means and variances. Later on, you’ll cover “distributional results.” When you get to these, absolutely keep a running list of these results that you frequently look over!
For narrowing down your interests, I’d recommend exploring finance courses, science courses (chem/bio), and coding courses. Statistics is a super versatile degree and there’s a lot of freedom and flexibility!
I would 100% recommend a laptop for two reasons. As a statistics student, you will likely be coding a good bit; mostly in R, but probably in SAS, python, and possibly matlab as well. As far as I’m aware, there’s no software that allows you to adequately code in these languages on a tablet/iPad. Secondly, hand writing on paper is much better for retention. I have an iPad as well, but I only really use it for homework to save the trees from all my scratch work😅 you could accomplish the same effect with a white board and marker. All of my notes (and even sometimes my homework and practice problems) are on paper since you retain the info significantly better. My friends in the stats major who also have an iPad or tablet for notes have also switched to using pen and paper over the years to help with retention since there’s a lot you need to have memorized.
Feel free to reach out with any more questions, and good luck! You’ve got this ~~
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ymishraofficial · 8 months ago
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kunosoura · 1 year ago
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kinda crazy how even with the fact that I'm going to a very liberal arts-y liberal arts college, I feel like most of what college is doing to me is getting me better at being a student. or more aptly at getting good grades. I'm a little better at drafting, gathering sources for and writing an essay maybe, I've learned a little bit of python for a physics course, I could hold my own if you asked me to lead a waltz now I guess. but as far as my ability to think critically or navigate the world I don't particularly feel I've developed beyond what I could do before college, and I don't feel I have that much practical chemistry knowledge other than like being generally more comfortable in a lab. idk. part of me worries I've never really been smart, just good at sounding smart and good at getting a good grade and for all the college's talk about how liberal arts makes you more well rounded, I fear it's just given me surface experiences I can use to seem more well rounded.
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augerer · 6 months ago
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@girderednerve replied to your post coming out on tumblr as someone whose taught "AI bootcamp" courses to middle school students AMA:
did they like it? what kinds of durable skills did you want them to walk away with? do you feel bullish on "AI"?
It was an extracurricular thing so the students were quite self-selecting and all were already interested in the topic or in doing well in the class. Probably what most interested me about the demographic of students taking the courses (they were online) was the number who were international students outside of the imperial core probably eventually looking to go abroad for college, like watching/participating in the cogs of brain drain.
I'm sure my perspective is influenced because my background is in statistics and not computer science. But I hope that they walked away with a greater understanding and familiarity with data and basic statistical concepts. Things like sample bias, types of data (categorical/quantitative/qualitative), correlation (and correlation not being causation), ways to plot and examine data. Lots of students weren't familiar before we started the course with like, what a csv file is/tabular data in general. I also tried to really emphasize that data doesn't appear in a vacuum and might not represent an "absolute truth" about the world and there are many many ways that data can become biased especially when its on topics where people's existing demographic biases are already influencing reality.
Maybe a bit tangential but there was a part of the course material that was teaching logistic regression using the example of lead pipes in flint, like, can you believe the water in this town was undrinkable until it got Fixed using the power of AI to Predict Where The Lead Pipes Would Be? it was definitely a trip to ask my students if they'd heard of the flint water crisis and none of them had. also obviously it was a trip for the course material to present the flint water crisis as something that got "fixed by AI". added in extra information for my students like, by the way this is actually still happening and was a major protest event especially due to the socioeconomic and racial demographics of flint.
Aside from that, python is a really useful general programming language so if any of the students go on to do any more CS stuff which is probably a decent chunk of them I'd hope that their coding problemsolving skills and familiarity with it would be improved.
do i feel bullish on "AI"? broad question. . . once again remember my disclaimer bias statement on how i have a stats degree but i definitely came away from after teaching classes on it feeling that a lot of machine learning is like if you repackaged statistics and replaced the theoretical/scientific aspects where you confirm that a certain model is appropriate for the data and test to see if it meets your assumptions with computational power via mass guessing and seeing if your mass guessing was accurate or not lol. as i mentioned in my tags i also really don't think things like linear regression which were getting taught as "AI" should be considered "ML" or "AI" anyways, but the larger issue there is that "AI" is a buzzy catchword that can really mean anything. i definitely think relatedly that there will be a bit of an AI bubble in that people are randomly applying AI to tasks that have no business getting done that way and they will eventually reap the pointlessness of these projects.
besides that though, i'm pretty frustrated with a lot of AI hysteria which assumes that anything that is labeled as "AI" must be evil/useless/bad and also which lacks any actual labor-based understanding of the evils of capitalism. . . like AI (as badly formed as I feel the term is) isn't just people writing chatGPT essays or whatever, it's also used for i.e. lots of cutting edge medical research. if insanely we are going to include "linear regression" as an AI thing that's probably half of social science research too. i occasionally use copilot or an LLM for my work which is in public health data affiliated with a university. last week i got driven batty by a post that was like conspiratorially speculating "spotify must have used AI for wrapped this year and thats why its so bad and also why it took a second longer to load, that was the ai generating everything behind the scenes." im saying this as someone who doesnt use spotify, 1) the ship on spotify using algorithms sailed like a decade ago, how do you think your weekly mixes are made? 2) like truly what is the alternative did you think that previously a guy from minnesota was doing your spotify wrapped for you ahead of time by hand like a fucking christmas elf and loading it personally into your account the night before so it would be ready for you? of course it did turned out that spotify had major layoffs so i think the culprit here is really understaffing.
like not to say that AI like can't have a deleterious effect on workers, like i literally know people who were fired through the logic that AI could be used to obviate their jobs. which usually turned out not to be true, but hasn't the goal of stretching more productivity from a single worker whether its effective or not been a central axiom of the capitalist project this whole time? i just don't think that this is spiritually different from retail ceos discovering that they could chronically understaff all of their stores.
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nameforadragon · 1 year ago
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I keep seeing posts being like "omg. The kids don't know how to use computer! They don't know how to use a mouse! They don't know what a command line is! They can't even use a browser. The kids don't know anything about technology if not app on phone:("
And idk dude like. I'm not gonna accuse these people of lying but I am gonna accuse them of being completely biased with absolutely no self reflection at all. You sound like your parents. Like holy shit. First of all, LOTS of us [aged<20] have had computer classes. "Computer lab" was a class all throughout primary school for me, and in grade 8 I had a required course where I learned some Python, had to use Adobe Photoshop, that kind of stuff. I know so many people who go further than that (including myself) and take elective coding classes. Now, it would be incredibly fucking biased of me to conclude that, because almost everyone I know is at the very least functional with a computer and can use a mouse, this means everyone is. Of course not. But thats what these posts do. "I only interact with children who don't know this, therefore no one under 20 knows anything and they're all stupid with their little tik toks" you have a very incomplete sample of kids at this age, and you barely acknowledge it.
Secondly, more on the self reflection bit. This is absolutely a privilege issue. Not a "the kids are so dumbb omggg" issue. Kids don't have computer classes? It's a privilege I was able to get that education. Should we mock people who didn't have music classes growing up and don't know the difference between a rhythm and a beat? If your answer to that is no, then maybe we shouldn't mock kids for not knowing the difference between a search engine and a browser. I know plenty of people bring up the issue to try and get at this, but I cant shake the undertone that all of these posts have in common, which is essentially this air of superiority, like people who grew up with desktop computer access are somehow better than people who didn't, which is just kind of terrible?? Like no joke, I've seen people complaining about uni students who don't really know the ins and outs of programming yet in undergrad and its like,,, did you just not want them to go to school because they didn't know that prior to post secondary? Like, what do you think school is for? Being perfect all the time and telling the teacher that you know everything already? I was under the impression that school was for acquiring knowledge and skills that you previously didnt have.
I also know people who are much older than me, and could have been coding all of their life, but didn't so much as touch a computer until after college, and they learned how to use it, and how to code, and now it's their career! You don't need to learn how computers work when you are five! I grew up scribbling on ms paint and being confused how solitaire worked, and struggling to comprehend minesweeper strategy on a very old version of Windows. I could functionally operate a mouse at the age of one, and that's all privilege. I'm not smarter, or better or more refined or anything, I was literally just born into a family that had desktop computers. And again, to point out the bias, I know way more adults that fit the whole "don't understand it if it's not an app on my phone" than kids.
Finally, a minor nitpick but I feel like it's warranted since the people authouring these posts often present themselves as being more knowledgeable about computers than the average teen? Don't go just saying incorrect bullshit. If you mean PC, say pc. If you mean a desktop computer, or a laptop, say that. Phones are not "fake computers" they just ARE computers. They are computers that have been engineered to be tiny. Their size does not mean they are not computers, it just means they are small. Furthermore, an "app" isn't a "thing u use on a phone." It's literally just the word application shortened. Anytime you use an application that you download on a laptop, or a pc or whatever, you are using an app. Your browser application is an app. I hate to tell you, but it must be said.
Sorry if anything I said in this is straight up wrong, I am not immune to hypocrisy, yadda yadda you know the deal. I also AM NOT an expert on computers, I have (what I, a teenager consider to be) a relatively baseline understanding of computers. And I'm writing this exhausted because I can't sleep. Admittedly on the mobile app, (which explains any typos) but I swear to you that I have a laptop and I use it more than I use my phone most days. I doubt anyone will really see this post but thanks for reading if you got this far I guess. Maybe let's just not fearmonger about "the kids these days" when we should be trying to help kids become functioning adults. I didn't get past my struggles with reading as a kid by being told that I was stupid, or getting mocked. I got past them by finding a book that I loved, and by being encouraged to read by adults who genuinely cared about my education. I really don't see how computers are different, that's all I have to say.
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xpc-web-dev · 2 years ago
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Hi! I have just recently deciding to switch careers and leave the vet industry , go into tech. Have spent past 2 years in tech school to become a vet assistant but after being in my field, I always wondered how it would be like to have a career in tech, ive always thought for so long that being in tech comes w Math and science and i suck at both 🤣🤣🤣. so I’m deciding to enroll myself in a completely online program to become an IT tech yet i have always admired hacking and coding so without getting sooo much into it, which leads me to my question:
- what do I have to do to be in the code career?
- do I have to go to boot camp out of my state or should look into going online completely?
- is coding beginner friendly especially as someone who doesn’t have ABSOLUTE NO IDEA about coding?
Please let me know and I love that I have found a community of women jn the tech industry, it’s pretty inspiring which why I want to go into the tech career.
Hi Stone, first of all welcome to our small and growing community.
I'm glad you're giving yourself this chance to try technology and see if it's for you or go back to vet or even go to art(yes I stalked you UEUHEHUEHUE) and I also thank you for finding my opinion relevant.
As you said that you wanted a career and that you are interested in coding and hacking, here you need to choose which one to prioritize. Because whether back-end, front-end, mobile, fullstack or cybersecurity there will be a lot to study, practice, make mistakes and practice again.
Here I give an addendum that if you don't know what these areas mean in technology, I recommend doing a search, reading and watching videos on youtube about it to see what might please you.
So based on what you've told me, again I think the best first step is to know what you want to prioritize and what you want to make money from.
Because trust me, you won't be able to study everything together at the same time. And if you manage to find an hour, there will be a burnout, so take it easy my friend. (from personal experience)
Even more so if you want a job, it's best to focus on 1 and then move on to others. Then find out what might be best for you / what you most identify with.
I also like hacking, I have books and I have already found courses. But this is something I want to study as a hobby and a safety measure (after all, there's no shortage of motherfuckers doing shit with others with that knowledge). So I put it in the background. Because my priority is money and hacking has work, but not in my country.
Now about entering the code career. Despite being a junior/student, I've seen a lot and I've also learned in these 2 years in the technology community in my country and watching you from the outside, so I can have a more mature view to help you with that.
So let's go:
1) - To know what you need to do to enter your career in code, you need to know how the technology market is in your country.
Because with all these layoffs, we have a lot of professionals with experience and academically well qualified and depending on the country, we currently have more demand for professionals than job offers. (Here in Brazil this is happening, because the layoffs in North America reflected here).
And here I don't want to discourage you, I just want to give you a realistic parameter for you to enter the area without illusions and not get frustrated like me and a bunch of people on the internet. (I wish someone had guided me like that). Because what we have most on social media is people making it seem like programming is easy and getting a job is even easier, or that you're going to earn A LOT since you're just a junior and THAT'S NOT THE REALITY..
BUT all the effort pays off in the end.
Within that, here I think it's cool that you try to observe what vacancies in your country ask for juniors/interns.
From Skills like knowing python to asking college or accepting bootcamp. See what's most in demand out there and within that see if you like what's in demand.
I tell you this, because here in Brazil, for example, we currently have more vacancies for internships (and here you need to be enrolled in a college to do an internship) than for juniors without college and only with bootcamps. So if we want a job around here, the first thing is to go to college and not be completely self-taught. So again, research and study your country's technology market.
In my conception TODAY getting a job in programming without college will be 10x more difficult than in 2020 for example, things have changed. The market now is not lacking developers, quite the contrary, now it has hight demands from developers but not for JOBS.
What the market wants most are senior people (and I've seen seniors I know saying that after layoffs even for them it's more willing to get a job, again supply and demand), but there are still opportunities for us beginners, in some countries there are more and in others less.
Speaking in the sense of the United States from what I observed from the US (content producers and twitter) + my experiences here in Brazil.I don't know the current situation of the technology market in Africa, the rest of Latin America , Asia and Europe.
Of course, you can be lucky and succeed without , but I, for one, got tired of believing that I would be lucky and be one of those people who succeed and changed my strategy to get a job.
Or you could also join a job-guaranteed bootcamp. Check how it works and if you have this type in your country.
And here we come to your second question.
2) The answer is it depends.
For example, will this bootcamp in your state guarantee you a job or is it possible to do an internship at a company or will it connect you with companies after the program?Or is he recognized by technology companies in your state?
If so, I would recommend doing it and dedicating yourself to getting in.
Because look, if they guarantee you an job is even better , you'll just have to study and do what they tell you to get your job.
But if you don't guarantee it, but this training has merit/respect in the market, it also pays off.
Here, I wanted to take the opportunity and talk about apprenticeship.
In our community we have our queen @xiacodes @xiabablog (it's the same person), she did an apprenticeship and today she is a junior developer in UK .
She shared her journey on her blog and is also the most engaged and resource sharing person in our community.
Here I would like to say that FOR ME Apprenticeship is one of the smartest strategies today to get into the technology market.
I myself will start on a Monday and it was my solution to get a job in code by the end of the year. (I'll talk about this in another post too)
So I recommend looking for apprenticeship in your country / state and how they work there.
And obviously observe and read the rules of the program to see if there are any catches that put you in absurd debt or contractual fines.
And see if you can handle it if you have the possibility.
Here I give an addendum that if you find an apprenticeship but that you will earn little in the beginning, for you to analyze well before saying no. Because salary we can evolve after we have experience, the important thing for us juniors/students is to get the first experience and the rest later becomes easier. (At least that's what the Mid /seniors I know say)
Now if in your country you don't have this kind of opportunity, I would recommend trying to see if it would be possible to do bootcamp/online courses + college to get an internship.
And you don't even have to start with paid courses, in my opinion if the bootcamp won't guarantee you a job, it's not worth paying for it. We have a lot of free resources on the internt (youtube biggest school) .
But it's up to you.
Free Courses:
-Freecodecamp
-Odin project (And it has both fullstack with ruby ​​and with node.js. )
For me, paying will only pay off when you don't find quality resources for what you want to study. So I would advise you to always think about whether it pays off or not.
Accessible paid courses:
- Codecademy
- Udemy (there are good courses there and there are always promotions)
+++ Here I also wanted to talk about knowing that public colleges (100% free) are not possible in all countries or when they are, they are very elective and difficult to get into for poor people as it is here in Brazil.
But here despite that, studying A LOT to pass the exams and having worked to save money and support yourself until you get scholarships to support yourself (and if you do), you manage to get into the best colleges that are free and that is more viable than being poor and being able to pay for college in the US, for example.
So I know that it might not be very viable depending on where you live and whether or not you are a resident of the country.
So I don't know if college can be an affordable thing for you, but if not that you can find the best strategy to achieve your financial prosperity in technology!
But if you are from the United States for example, this week I discovered this spotify program: https://fellowship.spotify.com/
The one where they only hire people with bootcamps and not colleges and open in the summer there.
And despite the layoffs, I still think there are more entry level openings there than here HUEHUEEHEU.
3) What do you mean by friendly?
If you mean easy, no, she probably won't be friendly to you at all AND THAT'S OKAY.
As you yourself said that you know absolutely nothing, it will be natural for you to have difficulty, to think about giving up and to make a lot of mistakes to get it right.
It's going to be a process of failing and trying again and again.
NOTHING IS EASY. And since you've already taken a veterinary course, I think you already know that things are really difficult. So this is another reminder that it won't be any different here.
BUT it will end well because EVERYTHING IS LEARNED.
And that also goes for math, if you ever have to deal with it (and if you go to cs college you will) you will make a lot of mistakes, but you will succeed, because EVERYTHING IS LEARNED based on trial and error.
And that doesn't mean you're bad or stupid, just that you're learning something completely from scratch. It won't be overnight that you will understand, it may take months or years, but persisting you will succeed. THIS IS NORMAL.
I cried (literally) to do conditional algorithms in 2021, I banged my head in books, said I would never make it and felt like the biggest dumbass in the world and today 2023 are the easiest things for me. I have no problem making them.
And that was only possible because I didn't give up.
Here I wanted to advise you to start your programming studies with low expectations, to help you manage your frustrations and maybe burnouts. It won't be overnight that you will become the best programmer and do many projects at the level of a senior developer or the people who do tutorials on youtube.
They will be small steps that lead you to your goals in studies. Again, constants.
There are people who could get their ek code jobs in 3 to 6 months of study.
BUT FOR ME, currently having a plan to get an opportunity between 2 years and 4 years (if you actually go to college) study is the healthiest way to pursue your studies and goals. If you get it sooner, even better for you, but if not, you'll be fine with yourself because it's within the period you stipulated.
Finally, I ask you not to take anything I say as absolute truth.
Question what you read Take what I said, analyze it and see how it works in your reality.
I also recommend trying to find women in technology from your country on linkedin and see if they can help you with tips and so on. I feel very good knowing so many Brazilian women in tech since I did this, my network there is composed only of them precisely to create a place without judgment but of welcome and inspiration.
Well, I invested about 3 hours answering the best way I can, I hope you read it and that it helps you.
Anything, if you want to talk more, you can call me in the chat, I'll take a while but I'll answer.
I wish you good studies, discernment to see which is the best path for you and that you stay well! Lots of protection in studies and career.
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