COGNITIVE_OS
Week 23·Phase 5: NLP

Week 23-26: NLP Foundations & Word Embeddings

2h
Hours/day
3
Resources
4
Objectives
Strategy:Build Word2Vec from scratch

Resources

courses

🎓Stanford CS224n Lectures 1-5

papers

📄Word2Vec

blogs

Jay Alammar's Blog

Code Objectives

01Tokenizer: Implement BPE Tokenizer from scratch
02Implement TF-IDF and Cosine Similarity
03Implement Word2Vec (Skip-gram) from scratch
04Vanishing Gradient proof for RNNs

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