ChatGPT Unveiling the Basics, Advancement, Inner Workings

ChatGPT Unveiling the Basics, Advancement, Inner Workings, available at $54.99, has an average rating of 5, with 12 lectures, based on 1 reviews, and has 10 subscribers.

You will learn about 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 This course is ideal for individuals who are Data scientists, Machine Learning Engineers, Data Science Managers It is particularly useful for Data scientists, Machine Learning Engineers, Data Science Managers.

Enroll now: ChatGPT Unveiling the Basics, Advancement, Inner Workings

Summary

Title: ChatGPT Unveiling the Basics, Advancement, Inner Workings

Price: $54.99

Average Rating: 5

Number of Lectures: 12

Number of Published Lectures: 12

Number of Curriculum Items: 12

Number of Published Curriculum Objects: 12

Original Price: ?799

Quality Status: approved

Status: Live

What You Will 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

Who Should Attend

Data scientists, Machine Learning Engineers, Data Science Managers

Target Audiences

Data scientists, Machine Learning Engineers, Data Science Managers

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:

1. Introduction to ChatGPT: Understanding the fundamentals and key concepts behind ChatGPT, including its architecture, pre-training, and fine-tuning processes.

2. Transformers in Natural Language Processing: Exploring the transformative power of Transformers and their role in language modeling, attention mechanisms, and self-attention.

3. Dive into ChatGPT’s Inner Workings: Understanding the internal mechanisms of ChatGPT

4. Prompt 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.

Course Curriculum

Chapter 1: Covering the Basics

Lecture 1: Introduction to AI,ML,DL

Lecture 2: Generative AI vs Discriminative AI

Lecture 3: Large Language Models

Lecture 4: ML Development vs LLM development

Chapter 2: Transformers Architecture

Lecture 1: Transformers Architecture Explained

Chapter 3: ChatGPT Architecture

Lecture 1: Pretraining LLM For Completion

Lecture 2: Supervised Fine Tuning of LLM (SFT)

Lecture 3: Reinforcement Learning from Human Feedback (RLHF)

Chapter 4: Prompt Engineering

Lecture 1: Prompt Engineering with various NLP tasks

Lecture 2: Different Prompt Techniques

Lecture 3: Token Limit

Chapter 5: Materials

Lecture 1: Course Materials

Instructors

Lets LearnAI
Senior Machine Learning Engineer

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Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!