AI/ML Learning Companion
An interactive platform for learning AI and machine learning through animated visualizations and runnable browser-based Python, paired with more than twenty end-to-end example projects from classical machine learning to production LLM systems.
AI-ML Companion teaches AI and machine learning concepts through live, animated visualizations, such as gradient descent stepping down a loss surface or attention weights lighting up across tokens, alongside runnable Python code executed directly in the browser. It organizes material into 28 tracks and more than 400 modules spanning Python and math foundations, deep learning, large language models, agentic AI, MLOps and cloud generative AI, with narration in English, Hindi and Spanish and progress tracking.
The accompanying repository holds 23 to 24 end-to-end companion projects, most following a shared structure, covering classical machine learning, deep learning, computer vision and production LLM and multi-agent systems. The platform offers a free tier of eight complete tracks plus the opening module of every other track, with the remaining tracks requiring payment.