Create Engaging Chatbots With Chatgpt & Large Language Model

Build Chatbots That Truly Understand with ChatGPT & Large Language Models

What you'll learn

The significance and applications of ChatGPT and Large Language Models (LLMs).

Effective prompt design techniques to enhance the performance of LLMs.

Hands-on experience with ChatGPT and how to set up the Playground interface for experimentation.

Examples of real-world applications using ChatGPT, such as the Hipster Friend chatbot.

Fine-tuning LLMs for specific tasks and obtaining suitable datasets.

Using the fine-tuned LLM to improve natural language processing tasks.

The future of LLMs and their potential applications in various industries.

Career opportunities in the field of AI.

Practical knowledge of ChatGPT and LLMs and the ability to build your own AI-powered applications.

Requirements

A desire to learn and explore the exciting world of ChatGPT and Large Language Models.

Basic programming knowledge, particularly in Python or any similar language such as javascript.

Access to a computer with a stable internet connection.

Description

Are you ready to explore the cutting-edge world of ChatGPT and Large Language Models (LLMs) and learn how to implement them in practical applications? Look no further than this exciting course!Here's what you can expect to learn:Discover the importance of ChatGPT and LLMs and their applications in a variety of industries. Explore how LLMs are changing the way we communicate with machines and improving natural language processing tasks.Dive into the world of prompt design and learn how to create effective prompts that can generate high-quality responses from LLMs.Get hands-on experience with ChatGPT, the pre-trained language model that is taking the AI world by storm. Set up the Playground, a user-friendly interface for experimenting with ChatGPT.Implement ChatGPT in a real-world scenario by building an example application, the Hipster Friend. Learn how to use ChatGPT to create a personalized chatbot that can engage with customers and help them make informed decisions.Transition to the fine-tuning of LLMs and learn how to obtain a suitable dataset and fine-tune the model to improve its performance on specific tasks.Explore the future of LLMs and their potential applications, as well as career opportunities in this exciting field.By the end of this course, you'll have gained practical knowledge of ChatGPT and LLMs and be ready to build your own AI-powered applications. Don't miss this opportunity to take your first step towards becoming an AI expert!

Overview

Section 1: Introduction

Lecture 1 Introduction

Section 2: Introducing ChatGPT Language Model

Lecture 2 Introduction to Prompt Design

Lecture 3 Playing Around With ChatGPT

Lecture 4 Introducing ChatGPT Playground

Lecture 5 Example Implementation

Lecture 6 Hipster Friend Project Example

Section 3: The Fine Tuning Power of GPT

Lecture 7 Transition to Fine-Tuning

Lecture 8 Introduction to Fine-Tuning

Lecture 9 Getting a Data Set

Lecture 10 Fine-Tuning the Model

Lecture 11 Using the Fine-Tuned Model

Section 4: Conclusion

Lecture 12 What's Next for LLMs and Career Advice

Lecture 13 Thank You

Anyone who wants to learn how to build smart and engaging chatbots with ChatGPT and LLMs.,Developers and Engineers who want to gain practical knowledge of ChatGPT and LLMs to build AI-powered applications.,AI Enthusiasts and Researchers who want to explore the power of LLMs and improve their natural language processing skills.,Business Professionals and Marketers who want to create personalized chatbots that can engage with customers and provide a better customer experience.,Students who want to learn about the latest advancements in AI and its potential applications.