Dive into the exciting world of Natural Language Processing with our cutting-edge course. Learn to build sophisticated NLP applications using modern transformer architectures, including BERT, GPT, and more. Perfect for those looking to work with text data and language models.

What You'll Learn

• Text preprocessing and tokenization techniques
• Word embeddings and contextual representations
• Transformer architecture and attention mechanisms
• Fine-tuning pre-trained language models (BERT, GPT)
• Named Entity Recognition (NER) and POS tagging
• Sentiment analysis and text classification
• Text generation and question answering systems
• Working with Hugging Face Transformers library

Course Features

• 50 hours of video content
• 18 real-world projects
• Access to pre-trained models
• Certificate of completion
• Community forum access

Prerequisites

Intermediate Python knowledge and basic understanding of machine learning concepts. Familiarity with neural networks is helpful but not required.