Artificial Intelligence Roadmap
- Step 1: Learn Python & Math (Linear Algebra, Stats)
- Step 2: Data Handling (NumPy, Pandas, Matplotlib)
- Step 3: Machine Learning (Scikit-learn basics)
- Step 4: Deep Learning (TensorFlow / PyTorch)
- Step 5: NLP (Transformers, Hugging Face)
- Step 6: Projects (Chatbots, Image Recognition)
- Step 7: Advanced (RL, GANs, LLMs)
- Step 8: Cloud & Deployment (Docker, APIs)
- Step 9: Interview Prep & Case Studies