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Published on
Wednesday, June 26, 2024

Recommended Materials for AI/ML

Authors
  • avatar
    Name
    Alex Noh
    Twitter

Books

  • The Hundred-Page Machine Learning Book
  • An Introduction to Statistical Learning with Applications in R
  • Basics of Linear Algebra for Machine Learning - Discover the Mathematical Language of Data in Python
  • Data Science from Scratch
  • Deep Learning (Adaptive Computation and Machine Learning series)
  • Essential Math For Data Science
  • Grokking Deep Learning
  • Learning Python
  • Machine Learning For Absolute Beginners
  • Machine Learning for Hackers
  • Natural Language Processing with Python
  • Practical Statistics For Data Scientists
  • Practitioner’s Guide to Data Science
  • Programming Collective Intelligence
  • Python Data Science Handbook
  • Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter
  • Storytelling With Data - A Data Visulization Guide
  • The Art Of Data Science
  • Think Stats - Probablity & Statistics for Programmers

Courses

  • Coursera Deep Learning Specialization

Tutorials

  • 100 days of machine learning

Sites

  • AI and Data Scientist Roadmap
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