Advanced NLP Specialization

📝 Overview

Go beyond transformers to master specialized NLP tasks!

Time: 2-3 months | 150-200 hours
Prerequisites: Phases 1-8 complete
Outcome: Build production NLP applications

📚 What You’ll Learn

  • Named Entity Recognition (NER)

  • Machine Translation

  • Text Summarization (extractive & abstractive)

  • Sentiment Analysis at scale

  • Information Extraction

  • Question Answering systems

  • Text Generation fine-tuning

  • Multi-language NLP

🗂️ Module Structure

nlp/
├── 00_START_HERE.ipynb
├── 01_ner.ipynb
├── 02_translation.ipynb
├── 03_summarization.ipynb
├── 04_sentiment_analysis.ipynb
├── 05_information_extraction.ipynb
├── projects/
│   ├── meeting_summarizer/
│   ├── contract_analyzer/
│   └── multilingual_support/
└── README.md

🎯 Key Projects

  1. Meeting Summarizer - Auto-summarize transcripts

  2. Contract Analyzer - Extract key terms from legal docs

  3. Multilingual Support - Translation + sentiment across languages

  4. Research Assistant - Extract insights from papers

Start here: 00_START_HERE.ipynb