A curated collection of AI and machine learning tutorial resources, including courses, videos, articles, and books to help you learn AI-related knowledge efficiently.
Found 86 resources
Andrew Ng's deep learning course, systematically introducing the foundations and applications of deep learning
Practical deep learning course provided by fast.ai, focusing on practical applications
Stanford University's computer vision course, comprehensively explaining computer vision and deep learning from basics to cutting-edge
Introductory machine learning course by Kaggle, learn fundamental concepts through practice
Official PyTorch tutorials from beginner to advanced levels with rich example code
Official TensorFlow tutorials for various skill levels and application scenarios, suitable for learners with different backgrounds
Explains the basic principles of neural networks through vivid visualizations, making complex concepts intuitive
Basic linear algebra course provided by Khan Academy, covering topics from vectors to eigenvalue decomposition
Learn to use the Hugging Face ecosystem for NLP tasks, from Transformers to practical applications