Data & ML
The full ML pipeline — data wrangling, feature engineering, model training, evaluation, and deployment using Python, scikit-learn, and more.
16 courses · all free to start
CS230: Deep Learning
Stanford academic deep learning course — public materials covering CNNs, RNNs, and modern architectures.
Machine Learning for Absolute Beginners
Foundational machine learning course designed for complete beginners.
15,090 enrolled
Machine Learning for Beginners
12-week, 26-lesson classical machine learning curriculum from Microsoft.
CS229: Machine Learning
Stanford academic machine learning course — public course materials available online.
Machine Learning with Artificial Intelligence
Advanced machine learning integrated with AI techniques for practitioners.
21,456 enrolled
Deep Reinforcement Learning Course
Completely free and open-source Hugging Face course on deep reinforcement learning from foundations to practice.
CS234: Reinforcement Learning
Stanford academic reinforcement learning course — public materials covering MDPs, policy gradient, and deep RL.
Machine Learning and Advanced AI Techniques
Advanced Alison course on machine learning methods integrated with cutting-edge AI techniques for practitioners.
6,075 enrolled
STATS214 / CS229M: Machine Learning Theory
Stanford academic ML theory course — public materials on statistical learning, generalization, and bounds.
Applying AI Weather Models with NVIDIA Earth-2
NVIDIA DLI course on climate and weather prediction AI using the Earth-2 simulation platform.
Machine Learning Essentials and Backpropagation Algorithm
Advanced Alison course covering machine learning essentials and the backpropagation algorithm in depth.
998 enrolled
Robotics Course
Learn robotics with foundation models and embodied AI in this official Hugging Face course.
Community Computer Vision Course
Community-led computer vision course covering foundations and practical model workflows.
Audio Course
Learn audio ML and speech processing workflows in this official Hugging Face course.
ML for Games Course
Integrate machine learning into game-development workflows with this Hugging Face course.
ML for 3D Course
Explore 3D machine learning and generative 3D workflows in this official Hugging Face course.