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Build a large language model from scratch

I cannot attach the PDF because is larger than 10MB

Techniques : https://www.linkedin.com/pulse/designing-accessibility-how-ensure-inclusive-learning-experiences-mifqc/


Foundations of AI:

Subtitle: "Exploring the Core of AI Technology"

Cover: Description: Dive into the essence of Artificial Intelligence with this comprehensive guide. Unravel the mysteries of neural networks, algorithms, and the digital brain. Whether you're a beginner or looking to deepen your knowledge, this book is your gateway to understanding the foundational principles that are shaping our future.


Outline: week 9/16 to 9/21

  • Introduction to AI (Bobbi)
    • History and Evolution of AI
    • Understanding the Basics: Terminology and Concepts
    • The AI Landscape: Types and Categories
  • Core Principles of AI (Gianluca)
    • Machine Learning and Deep Learning Explained
    • Neural Networks and Natural Language Processing
    • AI Algorithms: From Basics to Advanced
  • AI in Practice (Gianluca)
    • Real-World Applications and Case Studies
    • Future Trends and Emerging Technologies
    • The Next Step: Advancing Your AI Knowledge

...

  • AI in the Business World
  • Industry-Specific Applications
  • Transforming Business Processes
  • AI and Economic Impact
  • Future of AI in Business


BOOK 1