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ChatGPT Unleashed: Master GPT-4 & Prompt Engineering

Make the most out of ChatGPT by learning GPT-4, plugins, code interpreter and prompt engineering techniques.
Instructor:
Frank Andrade
402 students enrolled
English [Auto]
Craft prompts that generate better responses
Prompt engineering
Make the most out of ChatGPT latest model: GPT-4
Use plugins and multi-plugins to expand the possibilities with ChatGPT
Learn the skills to be able to solve your own projects
Use code interpreter (aka advanced data analysis) in different areas
ChatGPT for programming and data science

Welcome to ChatGPT Unleashed: Master GPT-4 & Prompt Engineering.  In this course, we will unlock the full capabilities of ChatGPT through GPT-4 and prompt engineering.

The are many ChatGPT courses out there but only a few focus on GPT-4 and prompt engineering.  This course is designed to help you master both. Here are some of the topics we’ll cover in this course.

  • GPT-4: This is ChatGPT’s most powerful model and surpasses GPT-3.5 in tasks that require creativity and advanced reasoning. We’ll learn how to make the most of it

  • Plugins:  We’ll explore the most powerful plugins on the plugin store and teach you how to combine up to 3 plugins to increase the possibilities within ChatGPT

  • Code Interpreter (aka Advanced Data Analytics): We’ll use the code interpreter to tackle tasks that data analysts work with as well as tasks that anyone has to deal with on a daily basis.

  • Prompt Engineering:  We’ll learn techniques to craft high-quality prompts that generate better responses. This will increase your chances of successfully completing tasks and getting your questions answered with ChatGPT.

But that’s not all! The course is full of ChatGPT use cases for programmers, data scientists, office workers, students, and more.

What makes this course different from the others, and why you should enroll?

  • This course teaches you how to craft your own prompt rather than listing hundreds of prompts you might never use

  • This course teaches you the skills to be able to solve your own projects rather than presenting a bunch of projects in areas that don’t interest you

  • You will go beyond ChatGPT’s essentials by mastering GPT-4 and prompt engineering

Remember, you don’t need to be an expert ChatGPT user or programmer to take this course, but only the willingness to master GPT-4 and prompt engineering.

Enroll in this course today to unleash the full power of ChatGPT!

Introduction

1
Read this before starting the course
2
What's ChatGPT?
3
Large Language Models
4
GPT Models
5
How Does ChatGPT Work?

ChatGPT Basics

1
Note
2
ChatGPT - First Look
3
Types of Prompts
4
ChatGPT vs ChatGPT Plus (GPT-4, Plugins and Code Interpreter)

Prompt Engineering

1
Section Overview
2
What's Prompt Engineering?
3
The Basic Prompt
4
Zero-Shot Prompting & One-Shot Prompting
5
Few-Shot Prompting
6
Debiasing Your Prompt
7
Output Templates
8
Role Prompting
9
Perspective Prompting
10
Add Personality and Generate Knowledge
11
Exercise
12
Solution
13
Contextual Prompting
14
Laddering Prompting
15
Chain of Thought
16
Zero Shot Chain of Thought
17
Custom Instructions
18
Note

Crafting Prompts from Scratch (+New Techniques)

1
Section Overview
2
Self Studying with ChatGPT - Ask first
3
Text Summarization
4
Practicing for a test - Placeholder in your prompts
5
Proofreading
6
Better Translations
7
Improve Vocabulary - Laddering Prompting

Plugins

1
Section Overview
2
How to Install Plugins
3
Plugin #1
4
Plugin #2
5
Plugin #3
6
Plugin #4
7
Plugin #5
8
Plugin #6
9
Multi Plugin #1
10
Multi Plugin #2
11
What's your favorite plugin? Share with us

ChatGPT for Programming and Data Science

1
Section Overview
2
ChatGPT for Coding - First Look
3
Automate Excel with ChatGPT
4
ChatGPT for Data Analysis - First Look
5
Automating Web Scraping with a Plugin
6
Automating Data Analysis with a Plugin
7
Problem solving with ChatGPT
8
How to Create a Web App with ChatGPT
9
No access to GPT-4? No worries!
10
Optional: Web Scraping with GPT3.5 (or Playground)
11
Note
12
Optional: How to Upload Files with GPT-3.5

ChatGPT Code Interpreter (Advanced Data Analysis)

1
Section Overview
2
What's The Code Interpreter?
3
How to work with ChatGPT Code Interpreter
4
Code Interterpreter File Uploads
5
Code Interpreter Use Cases for Non-Programmers
6
Data Analysis with Code Interpreter
7
Web Scraping with Code Interpreter
8
Automate Excel Reporting with Code Interpreter
9
Script to review before watching the next video
10
Complete your Scripts with Code Interpreter

GPT Vision, Voice, DALL-E 3 and GPTs

1
How to create a GPT that scrapes websites
2
GPT Actions

Bonus - ChatGPT API & AI Tools for Programmers and Data Scientists

1
Section Overview
2
ChatGPT API
3
Bard vs ChatGPT
4
PandasAI
5
JupyterAI
6
GPT-Engineer
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