Course
Large Language Models (LLMs) Concepts
Beginner
Updated 04/2025Start Course for Free
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TheoryArtificial Intelligence2 hours15 videos50 Exercises3,300 XP52,066Statement of Accomplishment
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Course Description
Discover Large Language Models
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.
Unlock the Secrets of LLMs and Training Methodologies
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.Explore LLMs Concerns and Considerations
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.
By the end of this course, you'll have a comprehensive understanding of LLMs, their capabilities, applications, and intriguing challenges.
Prerequisites
Understanding Machine Learning1
Introduction to Large Language Models (LLM)
2
Building Blocks of LLMs
3
Training Methodology and Techniques
4
Concerns and Considerations
Large Language Models (LLMs) Concepts
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