Datacamp – Large Language Models (LLMs) Concepts 2023-11

Large Language Models (LLMs) Concepts, In this course, you’ll journey through the world of Large Language Models (LLMs) and discover how they are reshaping the AI landscape. You’ll explore the factors fueling the LLM boom, such as the deep learning revolution, data availability, and computing power. This conceptual course will dig into LLMs and how they revolutionize businesses and everyday life with real-world examples, from finance to content creation.

You’ll learn about the building blocks of LLMs, including natural language processing techniques, fine-tuning strategies, and learning techniques like zero-shot, few-shot, and multi-shot learning. As you progress, you’ll gain insights into the state-of-the-art training methodologies that drive LLMs, including next-word prediction, masked language modeling, and attention mechanisms. You’ll also tackle the critical ethical and environmental considerations in building and training LLMs, such as training data and privacy concerns. As you wrap up the course, you’ll discover how to stay ahead of the curve as you delve into the latest research in the LLM field. You’ll explore future developments focusing on model explainability, unsupervised bias handling, computational efficiency, and enhanced creativity.

What you’ll learn

• how LLMs are advancing the development of human-like artificial intelligence
• learn the challenges of training LLMs
• Training Methodology and Techniques
• key considerations when training LLMs

Specificatoin of Large Language Models (LLMs) Concepts

• Publisher : Datacamp
• Teacher : Vidhi Chugh
• Language : English
• Level : All Levels
• Number of Course : 4
• Duration : 2 hours to complete the course

Content of Large Language Models (LLMs) Concepts

Requirements

• Understanding Machine Learning

Pictures

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Subtitle : English

Quality: 720p

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Download – 105 MB

File size

105 MB