Mastering Prompt Engineering: The Fundamentals of Language Model (LLM) Concepts

Welcome to the first video of our comprehensive Prompt Engineering course! In this episode, we delve into the foundational concepts of Language Model (LLM) technology. We'll start by exploring the very basics, answering questions like "What are LLMs?" and "What are the different types of LLMs?". Understanding how LLMs are built is essential, and we'll take you through the key elements and techniques involved in their construction.

Expanding your vocabulary is crucial for effective prompt engineering, and we'll show you how to do it efficiently. As we dive deeper into the world of prompt engineering, we'll also cover the fundamental aspects of basic prompting, giving you the necessary tools to get started.

Furthermore, we'll discuss the significance of prompt engineering, highlighting the need for harnessing this powerful technology to unlock its full potential. Whether you're a beginner or an experienced developer, this course is designed to equip you with the knowledge and skills required to excel in prompt engineering. So, let's embark on this exciting journey together and pave the way for creating impressive and efficient language models! Don't forget to subscribe for more in-depth tutorials on prompt engineering and LLM applications.

Materials:

Timestamps:
00:00 - INTRODUCTION
00:34 - TRAINING AN LLM MODEL
01:25 - BASE LLMs AND INSTRUCTION TUNED LLMs
02:12 - VOCABULARY
02:49 - THE ART OF PROMPT ENGINEERING
03:09 - PROMPT ENGINEERING IN ACTION - MATH SOLVING
03:30 - CONCLUSION

[Rakeshverma]

What are the pre-requisites for taking up Prompt engineering ?