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NLP Tasks — The Complete AI Engineer Roadmap
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Phase 2 – AI & Machine Learning & Deep Learning & Data Science fundamentals
Natural Language Processing (NLP)
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NLP Tasks
2.3 · Natural Language Processing (NLP)
What You'll Learn
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Text Classification: Sentiment analysis, intent detection
Sequence Tagging: POS tagging, Named Entity Recognition (NER)
Parsing & Syntax: Dependency & constituency parsing
Coreference & Anaphora Resolution
Information Extraction: Slot filling, relation extraction
Question Answering (QA): Extractive, abstractive, open-domain
Machine Translation (MT)
Summarization: Extractive and abstractive
Dialogue Systems & Conversational AI
Text Generation & Controlled Generation
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