E-learning

How to study Science? 🧠

• Indulge in the joy of discovery
• Embrace uncertainty and doubt
• See every problem as an opportunity
• Be curious about everything
• Love the details
• THINK constantly
• Focus deeply
• Reject the "genius" myth

Best Youtube Channels to start learning

Cybersecurity @NetworkChuck @davidbombal @LoiLiangYang	Web Development @AnujBhaiya @YahooBaba @CodeWithHarry
AI/ML @edurekaIN @sentdex @dataschool	Data Structure & Algo @CodeWithHarry @ApnaCollegeOfficial @CodeHelp
App Dev @freecodecamp @wscubetech @CodeWithHarry	Blockchain @freecodecamp @CodeEater21 @edurekaIN
Python @coreyms @sentdex @TechWithTim @CodeWithHarry	C/C++ @codebreakthrough @mysirgdotcom @TheCherno @CodeBeauty @JacobSorber
C# @IAmTimCorey @nickchapsas @tutorialsEU @kudvenkat @MicrosoftDeveloper / Bob Tabor @dotnet	TypeScript @mattpocockuk @Fireship @TypeScriptTV @basarat
JAVA @alexlorenlee @programmingwithmosh @Java.Brains	Go (GoLang) @JustForFunc @mattkdvb5154 @NicJackson @joncalhoun
Kotlin @PhilippLackner @Kotlin @PhilippLackner
Static CSS → @KevinPowell JavaScript → @JsAcademyOfficial React → @NetNinja Angular → @Academind Other languages → @programmingwithmosh
Other technologies: ❯ C → Jacob Sorber ❯ Java → amigoscode ❯ JavaScript → developedbyed ❯ Swift → CodeWithChris ❯ PHP → ProgramWithGio ❯ Ruby → DriftingRuby ❯ Rust → NoBoilerplate ❯ Lua → Steve's teacher ❯ R → marinstatlectures ❯ SQL → Joey Blue ❯ JavaScript → Akshay Saini ❯ Node.js → Traversy Media ❯ React → Dave Gray ❯ Vue → Vue Mastery ❯ Django → CodingEntrepreneurs ❯ Laravel → LaravelDaily ❯ Blazor → James Montemagno ❯ Spring → SpringSourceDev ❯ SpringBoot → amigoscode ❯ Ruby on Rails → GorailsTV ❯ HTML/CSS → Kevin Powell

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Websites to learn different technologies

AWS → aws.amazon.com/training
API → freecodecamp.org or rapidapi.com/learn
Artificial Intelligence → ai.google or elementsofai.com
Blockchain → 101blockchains.com or machinelearningmastery.com or cryptozombies.io
Cloud Computing → aws.amazon.com
CSS → css-tricks.com or web.dev/learn/css
Cybersecurity → cybrary.it
Data Analytics → careerfoundry.com
Data Analysis → Google Data Analytics, Learn Python Basics for Data Analysis, Data Analysis with R Programming, Foundations: Data, Data, Everywhere
Data science → kaggle.com
DevOps → Edx.org/learn/devops or kodekloud.com
DSA Visuals → visualgo.net
GIT → learnGitBranching.js.org or git-scm.com/book
Go → learn-golang.org
HTML → w3schools.com, html.com or freecodecamp.org
Javascript → scrimba.com, javascript.info or Open Classrooms
Java → javatpoint.com
Machine Learning → freecodecamp.org/learn/machine-learning-with-python
MongoDB → mongodb.com
Nextjs → Nextjs.org/learn
PHP → phptherightway.com
Programming → codecademy.com
Python → inprogrammer.com, learnpython.org or harvard.edu
React → scrimba.com or reactplay.io
Rust → rust-lang.org/learn
SQL → sqlbolt.com, w3schools.com/sql or scaler.com
Tailwind → Scrimba.com
UI/UX → hackdesign.org
Vue → vueschool.io or learnvue.co
Web 3.0 → learnweb3.io or buildspace.so

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Category

-- Select -- -- DSA -- -- Full Stack -- -- DevOps -- -- Cloud Computing -- -- Data Science -- -- Free Education -- -- Most Valuable --

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Best online courses

1. The Open University: As The Name Suggests, You Can Take Any Course You Want, On Whichever Topic You Want For Free.
2. Class Central: You Can Search Specifically For Courses That Will Give You Free Certificates, And It Has Every Course You Can Think Of.
3. Google Digital Garage: Google Has A Wide Range Of Free Courses And Resources To Learn Many Things Such As Digital Marketing, Coding, Etc.
4. O'clock: French school for developers 🇫🇷
5. Open Classrooms: Skills you need today for a successful tomorrow.
6. Academic Earth: Probably The Most Straightforward Website On This List. Easy To Understand, You Have A Lot Of Great Courses And They Are All Free.
7. Skillup By Simplilearn: The Best Website If You Want To Learn About Topics Like Data Analytics, Business Intelligence, Digital Marketing, Etc.
8. Udacity: Udacity Has A Range Of Paid And Free Courses, If You Want To Access The Free Section, Just Filter By Price Range And Select Free.
9. Alison: If You Want To Have A Proof Of Your Knowledge, Alison Is The Place For You. Get Certificate Or Diploma For Every Course You Finish.
10. Pluralsight: Pluralsight Has Courses For The Latest Frameworks And Libraries. It Is The Best Websites For Learning And Improving Your Tech Skills.
11. Mind Luster: 300,000 Online Courses and MOOCs With Free Certificates in one place.

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Python Roadmap

Google, IBM, and Harvard University are sponsoring Free Courses for Python

1. CS50P from Harvard University
2. Python for Data Science by IBM
3. Introduction to Python Programming by Udacity for FREE
4. Learn Python basics
5. Learn Python - Full Course for Beginners by FreeCodeCamp
6. Machine Learning with Python
7. Python for Beginners (2023)
8. Learn Python for Total Beginners
9. Python for Data Science, AI & Development
10. Python for Everybody Specialization
11. Crash Course on Python
12. Google IT Automation with Python Professional Certificate
13. Python 3 Programming Specialization
14. Get Started with Python by Google
15. Programming in Python by Meta
16. Data Analysis with Python by IBM

Become a Python Backend Developer in 4 Months! 💼🔥

1️⃣ Month 1: Get your basics right

• Learn Python
• Python Projects
• DSA with Python

2️⃣ Month 2: Dive into Flask and API

• Learn Flask
• Flask Projects
• Learn REST API with Flask

3️⃣ Month 3: Master advanced concepts and databases

• Learn Multithreading, Multiprocessing, Asyncio
• Gunicorn & Nginx with Flask
• TDD with Python & Flask
• Basic RDBMS
• Learn SQL & W3Schools.com
• PostgreSQL with Python
• Flask App with PostgreSQL

4️⃣ Month 4: Polish your skills and prepare for the job market

• Basics of Bash
• Basics of Docker
• Deploy Flask App with Docker
• GIT & GitHub
• Python Portfolio on Github
• Python Resume Ideas

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AI Engineer

Free Certification Courses to Learn Artificial Intelligence in 2024

1. Introduction to Generative AI
2. Python
3. Statistics and R
4. Data Science: Machine Learning
5. Mathematics & Statistics
6. PowerBI
7. Machine Learning and AI
8. Big Data Analytics Course
9. Machine Learning
10. Neural Networks and Deep Learning
11. Generative AI for Everyone
12. Generative AI with Large Language Models
13. AI For Everyone
14. Harvard AI Intro
15. Machine Learning Crash Course
16. Prompt Engineering for ChatGPT
17. CS50's Introduction to Artificial Intelligence with Python
18. Introduction to Machine Learning
19. LangChain LLMs
20. Data Science: Machine Learning
21. Deep Learning Specialization
22. IBM AI Engineering Professional Certificate
23. Python for Data Science, AI & Development
24. IBM Applied AI Professional Certificate
25. Introduction to Artificial Intelligence (AI)

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ML Engineer

1. Python
2. SQL
3. Statistics and R
4. Data Science: R Basics
5. Excel and PowerBI
6. Data Science: Visualization
7. Data Science: Machine Learning
8. R
9. Tableau
10. PowerBI
11. Data Science: Productivity Tools
12. Data Science: Probability
13. Mathematics
14. Statistics
15. Data Visualization
16. Machine Learning
17. Deep Learning
18. Data Science: Linear Regression
19. Data Science: Wrangling
20. Linear Algebra
21. Probability
22. Introduction to Linear Models and Matrix Algebra
23. Data Science: Capstone
24. Data Analysis
25. IBM Data Science Professional Certificate
26. Neural Networks and Deep Learning
27. Supervised Machine Learning: Regression and Classification