Machine Learning with Python: Neural Networks & Deep Learning

Machine Learning & Neural Networks with Python

Build and train neural networks from scratch, then scale to PyTorch, CNNs, Transformers, and fine-tuned LLMs. Includes a production MLOps deployment section.

What You’ll Build

• Neural network from scratch using only NumPy
• CNN image classifier with PyTorch (85%+ accuracy)
• Fine-tuned BERT for sentiment analysis
• Production ML pipeline with MLflow & DVC
• Deployment with FastAPI + Docker + Kubernetes

Includes: 100-page guide + 5 trained model projects + MLOps setup