ChatGPT Unveiling the Basics, Advancement, Inner Workings

ChatGPT, Transformers,GPT3,Prompt Engineering
What you'll learn
By completing the course, learners will develop a solid grasp of the underlying concepts and techniques that power ChatGPT which helps them to crack interviews
Acquire practical skills for deploying and integrating ChatGPT in real-world NLP applications
How to write efficient prompts(Prompt Engineering) for various NLP tasks
Understand the internal workings and limitations of ChatGPT: Through an in-depth exploration of the inner workings and architecture of ChatGPT
Requirements
Little bit knowledge of ML will help
Description
Welcome to "ChatGPT Unveiling the Basics, Advancement, Inner Workings" In this comprehensive course, you will dive deep into the inner workings of ChatGPT, explore the transformative power of Transformers, and unlock the secrets of effective prompt engineering. Whether you're a developer, data scientist, or AI enthusiast, this course will equip you with the knowledge and skills to harness the full potential of ChatGPT.Throughout this course, you will embark on an exciting journey through the fundamentals and advanced concepts of ChatGPT, gaining a thorough understanding of its architecture, capabilities, and limitations. You will explore the underlying principles of Transformers, the revolutionary models that have revolutionized natural language processing, and discover how they enable ChatGPT to process and generate human-like text.With a strong foundation in place, you will delve into the art of prompt engineering—a critical skill for fine-tuning ChatGPT to perform specific tasks or generate desired responses. You will learn proven techniques for crafting prompts that yield accurate, coherent, and contextually relevant outputs, ensuring that ChatGPT becomes a powerful tool in your AI arsenal.Key Topics Covered:Introduction to ChatGPT: Understanding the fundamentals and key concepts behind ChatGPT, including its architecture, pre-training, and fine-tuning processes.Transformers in Natural Language Processing: Exploring the transformative power of Transformers and their role in language modeling, attention mechanisms, and self-attention.Dive into ChatGPT's Inner Workings: Understanding the internal mechanisms of ChatGPTPrompt Engineering Techniques: Mastering the art of prompt engineering to effectively guide and control the outputs of ChatGPT, including context setting, system messages, and user instructions.
Who this course is for
Data scientists, Machine Learning Engineers, Data Science Managers
Homepage

https://www.udemy.com/course/chatgpt-unveiling-the-basics-advancement-inner-workings/

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