Module 10 of 22|50 min
Text Classification
Sentiment, topics, intent
Module Introduction10:00
Module Content
Module Introduction
10:00
Key Concepts
10 min
Deep Dive
15:00
Hands-on Exercise
15 min
Module Quiz
6 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