Artificial Intelligence Study Lists

Comprehensive study lists for artificial intelligence, machine learning, and related technologies. From foundational concepts to advanced applications, these resources will help you master AI.

Artificial Intelligence

  • 10-701/15-781: Machine Learning - Carnegie Mellon University
    Comprehensive graduate-level course on machine learning and AI, covering supervised and unsupervised learning, graphical models, neural networks, and more.
  • CS 188: Introduction to Artificial Intelligence - UC Berkeley
    Introductory undergraduate course covering the basics of AI, including search, logic, planning, reasoning under uncertainty, and machine learning.
  • Machine Learning (Andrew Ng) - Stanford/Coursera
    Famous online course covering the foundations of machine learning and AI.
  • Deep Learning Specialization - DeepLearning.AI
    Comprehensive deep learning course series covering neural networks, CNNs, RNNs, and more.
  • Practical Deep Learning for Coders - fast.ai
    Practical approach to deep learning with real-world applications and hands-on projects.

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