Study interactive :: Progress tools open in the Study Hub reader.

All lessons in this module

Previous lesson. Project 3: Time Series Forecasting (Advanced) · Next lesson. Project 5: Object Detection

Project 4: Chatbot Development

Build an intelligent chatbot using modern NLP techniques.

Difficulty

Advanced

Time Estimate

2-3 weeks

Skills You'll Practice

NLP
Sequence-to-Sequence
Transformers
Dialog Systems

Learning Objectives

Build sequence-to-sequence models
Implement attention mechanisms
Use Transformer architectures
Handle dialog management
Evaluate conversational AI

Dataset

Custom dataset or Cornell Movie Dialog

Project Steps

Prepare dialog dataset
Build seq2seq model
Add attention mechanism
Implement Transformer
Handle multi-turn conversations
Deploy chatbot

Resources

All lessons in this module

Previous lesson. Project 3: Time Series Forecasting (Advanced) · Next lesson. Project 5: Object Detection