Deep Learning

Теми

• 1. Resources
• 2. Course Introduction
• 3. Introduction to Deep Learning. Basic Models
• 4. Exercise: Introduction to Deep Learning. Basic Models
• 5. Training and Improving Neural Networks
• 6. Exercise: Training and Improving Neural Networks
• 7. Neural Networks for Images
• 8. Exercise: Neural Networks for Images
• 9. Embeddings, Attention, Transformer
• 10. Exercise: Embeddings, Attention and Transformer
• 11. LLMs: OpenAI API, Text, Images and Fine-Tuning
• 12. Exercise: LLMs: OpenAI API, Text, Images and Fine-Tuning
• 13. Exam Preparation and Q&A
• 14. Regular Exam
• 15. Retake Exam