Completed
Introduction to LLMs
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
ChatGPT Masterclass: From Basics to Advanced Applications
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction to ChatGPT Full Tutorial
- 2 Basics of ChatGPT
- 3 Introduction to Generative AI
- 4 How does Generative AI work?
- 5 Types of Generative AI
- 6 Introduction to LLMs
- 7 How does LLM works?
- 8 Examples of LLMs
- 9 Types of LLMs
- 10 Limitations of LLMs
- 11 Future of LLMs
- 12 Demystifying GPTs
- 13 How to Access ChatGPT
- 14 Interface of ChatGPT
- 15 Uses and Applications of ChatGPT
- 16 Limitations of ChatGPT
- 17 Coding Prompts for ChatGPT
- 18 Suggestion prompts for ChatGPT
- 19 Summarization prompts for ChatGPT
- 20 Keyword-based text generation
- 21 Keyword generation and usage
- 22 Introdution to ChatGPT 4
- 23 ChatGPT-4 Dashboard
- 24 Prompts for ChatGPT 4
- 25 ChatGPT 4o vs 4 vs 3.5
- 26 How to use ChatGPT 4o for free
- 27 Introduction to Prompt Engineering
- 28 Main Elements of Prompt Engineering
- 29 Components of a Good Prompt
- 30 Examples of the Components of a Good Prompt
- 31 How to Write a Good Prompt
- 32 Different Prompt Patterns
- 33 Common Prompting Errors
- 34 Applications of Prompt Engineering
- 35 Hands-on Basics of Prompt Engineering
- 36 Defining a Good Prompt by an Example of Text Summarization
- 37 Defining a Good Prompt by an Example of Code Generation
- 38 Zero-shot, Few-shot and Chain of Thought Process
- 39 Hands-on Zero-shot
- 40 Hands-on Few-shot
- 41 Hands-on Chain of Thought
- 42 Summary of Prompt Engineering
- 43 ChatGPT v/s GitHub Copilot
- 44 Using ChatGPT with and without Programming Expertise
- 45 ChatGPT to build programs
- 46 Code Interpreter in ChatGPT
- 47 Code Interpreter in ChatGPT - Demo
- 48 Debugging with ChatGPT
- 49 Exception Handling using ChatGPT
- 50 Testing using ChatGPT
- 51 Extra uses of ChatGPT
- 52 Coding Limitations of ChatGPT
- 53 Build Python App using ChatGPT 4o
- 54 Build Website using ChatGPT 4o
- 55 Introduction ToText Summarization
- 56 Basic Steps for Text Summarization
- 57 Text Summarization using ChatGPT
- 58 Introduction to Data Analysis using ChatGPT
- 59 Data Analysis using Python - Outline
- 60 Understanding the Car-MPG Dataset
- 61 Car-MPG - Distribution of Origin Variable
- 62 Car-MPG - Handling Missing Values
- 63 Car-MPG - Regression Modeling
- 64 Car-MPG - Summary Statistics
- 65 Car-MPG - Univariate Analysis and Correlation Matrix
- 66 Data Analysis using Excel - Overview
- 67 Car-MPG - Converting Data Types in Excel
- 68 Car-MPG - Univariate Analysis in Excel
- 69 Generating Excel Functions using ChatGPT
- 70 Types of Functions in Excel
- 71 Pivot Tables and Pivot Charts using ChatGPT
- 72 Types of Presentations
- 73 Key Elements of a Presentation
- 74 Creating Content using ChatGPT
- 75 VBA code in PowerPoint
- 76 ChatGPT for Drafting Emails
- 77 ChatGPT for Creating Social Media Posts
- 78 ChatGPT for Search Engine Optimization
- 79 ChatGPT for Blog Writing
- 80 Types of Digital Marketing
- 81 Understanding Market Segmentation using ChatGPT
- 82 Social Media Marketing
- 83 Email Marketing using ChatGPT
- 84 Customer Feedback using ChatGPT
- 85 ChatGPT for Personal Finance
- 86 ChatGPT for Retirement Planning and Pension Schemes
- 87 ChatGPT for Banking Sector
- 88 ChatGPT for Investment Strategies
- 89 ChatGPT for Credit Scores and Credit Management
- 90 Creating Custom GPT in ChatGPT
- 91 Summary of ChatGPT
