AI foundations
- What AI, machine learning, deep learning and generative AI each mean
- Python for AI: NumPy, pandas, Jupyter and API calls
- Core ML ideas: training, validation, overfitting, evaluation
- Neural networks, activation functions and backpropagation
- Building and training networks in PyTorch
- Working with text, image and audio data
Mumbai practice: Market data (NSE/BSE-style prices) and transaction data.