A Quick Cheat Sheet to Learn AI in 2025 Starting your AI journey? This all-in-one cheat sheet is perfect for beginners aiming to understand the entire AI landscape. From foundational math to mastering AI models, it covers everything you need in one place. 1. Basic Roadmap to Learn AI: Start by understanding what AI is, its impacts, and where it's headed. Then, build your foundation in mathematics, programming, big data, and data science — all essential stepping stones. 2. AI in a Nutshell: This section visualizes how AI branches out into Machine Learning, Deep Learning, Neural Networks, and Generative AI — showcasing the core techniques and models that power modern applications. 3. Basic AI Concepts Explained: Clear and concise definitions of 18 important AI topics, including supervised learning, GANs, reinforcement learning, expert systems, and fuzzy logic — making complex topics digestible. 4. YouTube Channels to Follow: Handpicked YouTube channels like 3Blue1Brown, Two Minute Papers, and Analytics Vidhya help you learn AI visually and stay updated with trends and concepts. 5. Top Websites to Learn AI: Explore platforms like freeCodeCamp, DeepLearningAI, and Simplilearn — offering structured courses and resources for self-paced AI learning. 6. Websites for Datasets: Access quality datasets for practice from platforms like Kaggle, Google Cloud, UCI Repository, and Hugging Face. Perfect for training your AI models with real-world data. 7. Best Blogs to Follow: Stay updated with thought leadership and tutorials from blogs like Towards AI, Machine Learning Mastery, and Google AI — ideal for continuous learning and project insights. 📌 Save this if you're learning AI 👉 Follow Vaibhav Aggarwal for more such information ! | 61 comments on LinkedIn