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Generative AI: Introduction to Large Language Models

Offered By: LinkedIn Learning

Tags

Artificial Intelligence Courses Deep Learning Courses Neural Networks Courses Generative AI Courses Encoder-Decoder Models Courses Transformer Architecture Courses Self-Attention Courses

Course Description

Overview

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Gain a foundational knowledge of how large language models and other Generative AI models work.

Syllabus

Introduction
  • Generative AI with large language models
1. Large Language Models
  • What is generative AI?
  • What is a large language model?
  • Types of large language models
  • The evolution of large language models
2. Neural Networks and Language Models
  • What is a neural network?
  • How do neural networks learn?
  • Deep learning and its significance
3. Building Blocks of Large Language Models
  • The Transformer architecture
  • What is an encoder-decoder?
  • The attention mechanism
  • How does self-attention work?
4. Societal Implications of Large Language Models
  • Common applications of large language models
  • Challenges with large language models
  • The future of large language models
Conclusion
  • Next steps

Taught by

Frederick Nwanganga

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