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Level 3Intermediate
🧠

NLP & Transformers

Language Understanding

Transformers have revolutionized NLP. In this level, you'll understand attention mechanisms, explore architectures like BERT, GPT, and LLaMA, and learn how modern language models work.

5-6 weeks
16 Lessons
3 Projects

🎯 What You'll Learn

  • Deeply understand the transformer architecture
  • Implement attention mechanisms from scratch
  • Compare and contrast different LLM architectures
  • Understand tokenization and embeddings
  • Complete 5 hands-on projects

Prerequisites

  • •Completed Level 2
  • •Understanding of neural networks
  • •Python programming skills

Course Modules

Text Preprocessing TechniquesComing soon
Tokenization Methods (BPE, WordPiece)Coming soon
Word Embeddings (Word2Vec, GloVe)Coming soon
Sequence Models (RNN, LSTM)Coming soon
The Limitations of RNNsComing soon
🛠️

Project: Build a Text Classification Pipeline

Estimated time: 2 hours

Skills You'll Gain

TransformersAttentionBERTGPTTokenizationNLPHuggingFace