Embark on a comprehensive 12-hour journey to master ChatGPT in this extensive video tutorial. Explore the fundamentals of Generative AI and Large Language Models (LLMs) before diving into ChatGPT's interface and advanced prompt engineering techniques. Learn to leverage different ChatGPT versions (3.5, 4, 4o) for building programs, handling exceptions, testing code, and creating Python apps and websites. Discover practical applications in data analysis, Excel and PowerPoint tasks, content creation, SEO, digital marketing, and finance. Gain hands-on experience with zero-shot, few-shot, and chain of thought processes, and conclude by creating your own custom GPT tailored to specific needs.
ChatGPT Masterclass: From Basics to Advanced Applications
Overview
Syllabus
Introduction to ChatGPT Full Tutorial
Basics of ChatGPT
Introduction to Generative AI
How does Generative AI work?
Types of Generative AI
Introduction to LLMs
How does LLM works?
Examples of LLMs
Types of LLMs
Limitations of LLMs
Future of LLMs
Demystifying GPTs
How to Access ChatGPT
Interface of ChatGPT
Uses and Applications of ChatGPT
Limitations of ChatGPT
Coding Prompts for ChatGPT
Suggestion prompts for ChatGPT
Summarization prompts for ChatGPT
Keyword-based text generation
Keyword generation and usage
Introdution to ChatGPT 4
ChatGPT-4 Dashboard
Prompts for ChatGPT 4
ChatGPT 4o vs 4 vs 3.5
How to use ChatGPT 4o for free
Introduction to Prompt Engineering
Main Elements of Prompt Engineering
Components of a Good Prompt
Examples of the Components of a Good Prompt
How to Write a Good Prompt
Different Prompt Patterns
Common Prompting Errors
Applications of Prompt Engineering
Hands-on Basics of Prompt Engineering
Defining a Good Prompt by an Example of Text Summarization
Defining a Good Prompt by an Example of Code Generation
Zero-shot, Few-shot and Chain of Thought Process
Hands-on Zero-shot
Hands-on Few-shot
Hands-on Chain of Thought
Summary of Prompt Engineering
ChatGPT v/s GitHub Copilot
Using ChatGPT with and without Programming Expertise
ChatGPT to build programs
Code Interpreter in ChatGPT
Code Interpreter in ChatGPT - Demo
Debugging with ChatGPT
Exception Handling using ChatGPT
Testing using ChatGPT
Extra uses of ChatGPT
Coding Limitations of ChatGPT
Build Python App using ChatGPT 4o
Build Website using ChatGPT 4o
Introduction ToText Summarization
Basic Steps for Text Summarization
Text Summarization using ChatGPT
Introduction to Data Analysis using ChatGPT
Data Analysis using Python - Outline
Understanding the Car-MPG Dataset
Car-MPG - Distribution of Origin Variable
Car-MPG - Handling Missing Values
Car-MPG - Regression Modeling
Car-MPG - Summary Statistics
Car-MPG - Univariate Analysis and Correlation Matrix
Data Analysis using Excel - Overview
Car-MPG - Converting Data Types in Excel
Car-MPG - Univariate Analysis in Excel
Generating Excel Functions using ChatGPT
Types of Functions in Excel
Pivot Tables and Pivot Charts using ChatGPT
Types of Presentations
Key Elements of a Presentation
Creating Content using ChatGPT
VBA code in PowerPoint
ChatGPT for Drafting Emails
ChatGPT for Creating Social Media Posts
ChatGPT for Search Engine Optimization
ChatGPT for Blog Writing
Types of Digital Marketing
Understanding Market Segmentation using ChatGPT
Social Media Marketing
Email Marketing using ChatGPT
Customer Feedback using ChatGPT
ChatGPT for Personal Finance
ChatGPT for Retirement Planning and Pension Schemes
ChatGPT for Banking Sector
ChatGPT for Investment Strategies
ChatGPT for Credit Scores and Credit Management
Creating Custom GPT in ChatGPT
Summary of ChatGPT
Taught by
Great Learning
