Descriptions
Concepts of large language models (LLMs), In The Of course, you’ll travel through the world of Large Language Models (LLMs) and discover how they’re reshaping the AI landscape. You’ll explore the factors driving the LLM boom, such as the deep learning revolution, data availability, and computing power. The The conceptual course looks at LLMs and how they are revolutionizing businesses and everyday life using 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 such as zero-shot, few-shot, and multi-shot learning. As you progress, you’ll gain insights into the cutting-edge training methods that drive LLMs, including next-word prediction, masked language modeling, and attention mechanisms. You’We will also address the critical ethical and environmental considerations in the design and delivery of LLMs, such as concerns about training data and privacy. As You By the time you complete the course, you’ll learn how to stay ahead of the game as you immerse yourself in the latest research in the LLM field. You’ll explore future developments focused on model explainability, dealing with unsupervised bias, computational efficiency, and enhanced creativity.
What you will learn
- How LLMs drive the development of human-like artificial intelligence
- Learn the challenges of training LLMs
- Training Methodology and techniques
- Key Considerations when training LLMs
Specification of LLM (Large Language Models) concepts.
- Publisher : Data Camp
- Teacher: Vidhi Chugh
- Language: English
- Level: All levels
- Number of courses: 4
- Duration: 2 hours to complete the course
Content of Large Language Models (LLMs) concepts
Requirements
- Understanding Machine Learning
Pictures
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Subtitles: English
Quality: 720p
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File size
105MB