Curated by Devsphere, a handpicked collection to help you learn, build, and explore the world of Artificial Intelligence and Machine Learning.
| Source | Description | Link |
|---|---|---|
| Programming with Mosh (YouTube) | Beginner-friendly Python course with hands-on exercises. | Watch here |
| 3Blue1Brown (YouTube) | Visual explanations of ML math and neural networks. | Visit channel |
| Freecodecamp (YouTube) | Clear walkthroughs of key ML libraries and their usage. | Watch here |
| Google’s Machine Learning Crash Course | Interactive ML basics with real-world exercises. | Start course |
| Andrew Ng (Coursera) | Comprehensive deep learning specialization by Andrew Ng. | Enroll here |
| Practical Deep Learning (fast.ai) | Hands-on deep learning with practical projects. | Start course |
| Sentdex (YouTube) | Tutorials on Python, ML, and AI for all levels. | Visit channel |
| Awesome ML Resources (GitHub) | Curated list of top AI/ML learning resources. | Explore list |
| Krish Naik (YouTube) | Industry-focused ML tutorials and project walkthroughs. | Visit channel |
| AI for Beginners by Microsoft (GitHub) | Beginner-friendly modules to learn AI concepts. | Explore project |
| Andrej Karpathy (YouTube) | Deep dives into LLMs and AI research topics. | Visit channel |
| Codebasics (YouTube) | Simple explanations of ML concepts and coding. | Visit channel |
| Generative AI for Beginners (Microsoft GitHub) | Step-by-step guide to generative AI foundations. | Explore project |
| Kaggle Intro to Deep Learning | Practical deep learning intro with Kaggle notebooks. | Start learning |
| Stanford CS231n | Free course on CNNs and deep learning. | Visit site |
| MIT OpenCourseWare: NLP and Deep Learning | MIT lectures and materials on NLP and deep learning. | Explore course |
| Machine Learning Mastery | Blog with practical ML guides and project ideas. | Explore blog |
| OpenML | Platform for finding datasets and running ML experiments. | Explore OpenML |
| Distill | Interactive essays explaining ML concepts. | Explore Distill |
| ML Cheatsheets | Concise reference guides for ML algorithms and Python. | See cheatsheets |
| Hugging Face Course | Free hands-on course for NLP and transformers. | Start course |
| TensorFlow Tutorials | Official guides for deep learning and NLP with TensorFlow. | Explore tutorials |
| DeepLearning.AI Courses | Courses on deep learning, NLP, and LLMs. | Browse courses |
Learning AI/ML is a marathon, not a sprint.
Work on small projects, read research papers, and revisit fundamentals often.
Maintained by Devsphere • Made with ❤️ for learners and builders