Prompt engineering for optimal LLM performance
What you will learn Fundamentals of prompting and how it powers LLM applications Principles and advanced techniques for strategic prompt engineering Techniques to reduce risks like hallucination through careful prompting Approaches to chain prompting for multi-step reasoning Defensive techniques to...
| Main Author: | |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
[Place of publication not identified]
Packt Publishing
2023
|
| Edition: | [First edition] |
| Subjects: | |
| Online Access: | |
| Collection: | O'Reilly - Collection details see MPG.ReNa |
| Summary: | What you will learn Fundamentals of prompting and how it powers LLM applications Principles and advanced techniques for strategic prompt engineering Techniques to reduce risks like hallucination through careful prompting Approaches to chain prompting for multi-step reasoning Defensive techniques to secure prompts against injection attacks Ways to protect prompts against hacking attempts and misuse Audience This masterclass is ideal for anyone seeking to unlock the full potential of LLMs through advanced prompt engineering techniques. Whether you're a seasoned AI professional or someone looking to delve into the intricacies of optimizing LLM performance, this session provides valuable insights and actionable strategies. About the Author Valentina Alto: After completing her bachelor's degree in finance, Valentina Alto pursued a master's degree in data science in 2021. Prompt engineering is key to harnessing the immense capabilities of large language models. In this in-depth masterclass, data and AI specialist Valentina Alto unveils the art and science behind crafting effective prompts. You'll learn proven techniques to optimize prompting, control model behavior, reduce risks like hallucination, and overcome limitations. Valentina provides specific strategies to make your LLMs more precise, aligned to your goals, and production ready. With her deep expertise and hands-on guidance, you'll be able to create prompts that act as precise instructions enabling your large language models to deliver peak performance. This masterclass equips you with prompt engineering skills to build conversative AI applications that leverage the full potential of LLMs. She began her professional career at Microsoft as an Azure Solution Specialist, and since 2022, she has been primarily focused on working with Data & AI solutions in the Manufacturing and Pharmaceutical industries. Valentina collaborates closely with system integrators on customer projects, with a particular emphasis on deploying cloud architectures that incorporate modern data platforms, data mesh frameworks, and applications of Machine Learning and Artificial Intelligence. Alongside her academic journey, she has been actively writing technical articles on Statistics, Machine Learning, Deep Learning, and AI for various publications, driven by her passion for AI and Python programming |
|---|---|
| Physical Description: | 1 video file (1 hr., 2 min.) sound, color |
| ISBN: | 9781835881521 |