Online Courses and Tutorial Platforms: Websites like Coursera, edX, and Khan Academy offer free courses on AI and machine learning from top universities and institutions.
Open-Source Software and Librarie TensorFlow and PyTorch: These are widely-used libraries for machine learning and are completely free. They come with comprehensive documentation and community support.
Community Forums and Group Reddit: Subreddits like r/MachineLearning and r/learnmachinelearning offer a wealth of information and community support.
AI Research Papers and Publication arXiv: A repository of free research papers on AI and other scientific fields. Google Scholar: Useful for finding free versions of published research.
Pre-trained Models and Dataset Kaggle: Offers a plethora of free datasets and notebooks for learning and experimentation. Google Dataset Search: Helps you find free datasets across the web.
AI Tools and API OpenAI: Access tools like ChatGPT with free tiers or trial versions to experiment with AI capabilities.
Online Communities and Hackathon AI Meetups and Hackathons: Platforms like Meetup and Devpost list AI-related events where you can learn and collaborate for free.
Blogs and Newsletter Towards Data Science: A medium publication offering articles and tutorials on AI.
Government and University Resource National AI Initiatives: Some governments offer free AI resources and courses to boost digital skills among citizens.
Code Repositories and Collaboration Platform GitHub: Explore repositories with code examples, projects, and collaborative opportunities. Colab: Google's Colaboratory provides free access to GPU-accelerated computing for AI projects.