Module 22 of 22|120 min
Capstone: Build a Chatbot
End-to-end NLP project
Capstone Project Overview8:00
Module Content
Capstone Project Overview
8:00
Chatbot Architecture Design
15 min
Setting Up the Backend
25 min
Integrating LLM APIs
30 min
Building the Frontend
25 min
Adding Context and Memory
20 min
Deployment Best Practices
15:00
Final Assessment
20 questions
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All Modules
1Introduction to NLP2Text Preprocessing3Bag of Words & TF-IDF4Word Embeddings5Sequence Models for NLP6Attention Mechanisms7Transformer Architecture8BERT Deep Dive9GPT Architecture10Text Classification11Named Entity Recognition12Question Answering13Text Generation14Summarization15Machine Translation16Fine-tuning LLMs17Prompt Engineering18RAG Systems19LLM Evaluation20Responsible AI in NLP21Production NLP Systems22Capstone: Build a Chatbot