Guided Project
Predictive Keyboard Model
PyTorch · NLP
Predictive Keyboard Model
Build and train a neural language model with PyTorch for next-word prediction.
Machine Learning Projects
Hands-on guided projects to help you master ML pipelines
Guided Project
Text Classification Pipeline
Transformers · HuggingFace
Text Classification Pipeline
Fine-tune transformer models for multi-class classification and deploy to production.
Guided Project
Live Machine Learning App
Streamlit · FastAPI
Live Machine Learning App
Package trained models into an interactive web interface with FastAPI and Streamlit.
Guided Project
Model Deployment with Docker
MLOps · Docker · CI/CD
Model Deployment with Docker
Containerize ML models and deploy scalable microservices on cloud infrastructure.