Programming Basics (Python)

• YouTube: Python Programming Tutorials by Bro code
• YouTube: Python Full Course for Beginners by freeCodeCamp
• Article: Real Python Tutorials
• Article: GeeksforGeeks Python Tutorials
• Book: "Automate the Boring Stuff with Python" by Al Sweigart
• GitHub Repo: TheAlgorithms/Python
• GitHub Repo: Awesome Python

Mathematics Essentials

• YouTube: Essence of Linear Algebra by 3Blue1Brown
• YouTube: Calculus 1 - Full College Course by freeCodeCamp
• Article: Paul's Online Math Notes
• Book: "Mathematics for Machine Learning" by Marc Peter Deisenroth et al.
• Book: "Linear Algebra Done Right" by Sheldon Axler
• GitHub Repo: MathJax
• GitHub Repo: Awsome-math

Statistics Fundamentals

• YouTube: Statistics - A Full Lecture to learn Data Science by DATAtab
• YouTube: Statisctics Playlist
• Article: Towards Data Science - Statistics Articles
• Article: Stat Trek
• Book: "Naked Statistics" by Charles Wheelan
• Book: "Introduction to Probability" by Dimitri P. Bertsekas
• GitHub Repo: Think Stats

Data Structures & Algorithms

• YouTube: Data Structures Easy to Advanced Course by William Fiset
• YouTube: Algorithms and Data Structures by freeCodeCamp
• YouTube: Algorithms and Data Structures by codebasics
• Article: GeeksforGeeks - Data Structures
• Book: "Introduction to Algorithms" by Thomas H. Cormen et al.
• Book: "Data Structures and Algorithms Made Easy" by Narasimha Karumanchi
• GitHub Repo: Keon's Algorithms
• GitHub Repo: DSA in Python

Basic Data Analysis

• YouTube: Data Analysis with Python by freeCodeCamp
• YouTube: Data Science and Machine Learning Bootcamp with R by Jose Portilla
• Article: Towards Data Science - Data Analysis Articles
• Article: Analytics Vidhya - Data Analysis Blog
• Book: "Python for Data Analysis" by Wes McKinney
• Book: "R for Data Science" by Hadley Wickham
• GitHub Repo: Python for Data Analysis Code Examples