Prompt Engineering: Mastering Chatgpt & Github Copilot
Published 8/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.96 GB | Duration: 4h 21m

Learn to Harness the Power of ChatGPT and GitHub Copilot for Effective Prompt Engineering

What you'll learn

Comprehensive knowledge of prompt engineering principles and best practices.

Hands-on experience in crafting effective and impactful AI instructions.

Advanced techniques for handling complex queries and nuanced tasks.

Enhanced ability to optimize AI performance and achieve specific outcomes.

Confidence and proficiency in navigating AI communication challenges.

Requirements

No prior experience is necessary, but a basic understanding of AI concepts and terminology is beneficial.

Description

Course Description:Welcome to "Mastering Prompt Engineering: Crafting Effective AI Instructions," where the art of instructing artificial intelligence transcends the ordinary and transforms into a powerful tool for innovation and precision. This immersive course invites you to embark on a journey through the intricacies of prompt engineering, equipping you with the skills and knowledge to harness AI capabilities for optimized performance, tailored responses, and impactful interactions.Join us as we delve into the core principles of prompt engineering, from understanding fundamental concepts to mastering advanced techniques that ensure your AI instructions are clear, precise, and effective. Through hands-on exercises, expert guidance, and real-world examples, you'll elevate your proficiency from novice to expert, empowering you to navigate the complexities of AI communication with confidence and finesse.Are you ready to unlock the full potential of AI by mastering the art of prompt engineering? Let's embark on this transformative voyage together.What You'll Learn:Module 1: Introduction to Prompt EngineeringUnderstanding the fundamentals of Prompt Engineering.Impact of Prompt Engineering in Data Analysis.Overview of AI, NLP and language models.Generative AI.Module 2: Foundations of Prompt Design.Key concepts and components of prompts.General principles of crafting effective prompts.Introduction to different types of prompts.Module 3: Mastering ChatGPT.What is CHATGPT?Starting with CHATGPT (setup).Implementation of basic prompts.Types of Prompts.Prompting Techniques.Dashboard Navigation.Examples of writing clear prompts.Adopting a Persona.Summary and advice.Types of Advanced Prompting (Zero-shot and Few-shot).AI Hallucinations.Advanced Techniques for Specific Use Cases.Module 4: Mastering GitHub Copilot.What is Github Copilot? How does it work? What are the features of the Github Copilot.Setting up Github Copilot and demonstrating the interface.Absolute support for Python and Code suggestion.Interesting features of Github Copilot.Module 6: Mastering CopilotWhat is Copilot? Overview of Image processing. Benefits of Copilot.Getting started with Copilot.Image Generation using Copilot.Modifying and editing images using Copilot.Top 10 Things to Do with ChatGPT to Create Prompts and Link with Copilot for Image Generative AI.Who Should Enroll:Developers and data scientists looking to enhance their AI communication skills.Content creators and technical writers involved in AI projects.AI enthusiasts and professionals eager to optimize AI interactions.Business analysts and decision-makers leveraging AI for insights and solutions.Prerequisites:No prior experience is necessary, but a basic understanding of AI concepts and terminology is beneficial.What You'll Gain:Comprehensive knowledge of prompt engineering principles and best practices.Hands-on experience in crafting effective and impactful AI instructions.Advanced techniques for handling complex queries and nuanced tasks.Enhanced ability to optimize AI performance and achieve specific outcomes.Confidence and proficiency in navigating AI communication challenges.

Overview

Section 1: Introduction to Prompt Engineering

Lecture 1 Introduction to Instructor

Lecture 2 Course Outline

Lecture 3 Fundamentals of Prompt Engineering

Lecture 4 Prompt Engineering and Data Analysis

Lecture 5 Overview of AI, NLP and Language Models

Lecture 6 Generative AI Equal to Human Brain WOW Factors

Lecture 7 Links for the Course's Materials and Codes

Section 2: Understanding the Basics

Lecture 8 Links for the Course's Materials and Codes

Lecture 9 Key Concepts and Components of Prompts

Lecture 10 Principles of Crafting Effective Prompts (Comparison Visuals)

Lecture 11 Types of Prompts

Section 3: Crafting Effective Prompts with ChatGPT

Lecture 12 Links for the Course's Materials and Codes

Lecture 13 Introduction to CHATGPT

Lecture 14 Getting Started with CHATGPT

Lecture 15 Implementation of Basic Prompts

Lecture 16 Types of Prompts (Question and Command)

Lecture 17 Prompting Techniques (Followup and Output)

Lecture 18 Dashboard Navigation

Lecture 19 Examples of Writing Clear Prompts

Lecture 20 Adopting a Persona

Lecture 21 Summary and Advice (List)

Lecture 22 Types of Advanced Prompting (Zero-Shot and Few-Shot)

Lecture 23 AI Hallucinations

Lecture 24 Advanced Techniques for Specific Use Cases 1/2

Lecture 25 Advanced Techniques for Specific Use Cases 2/2

Section 4: AI-Powered Coding with GitHub Copilot

Lecture 26 Links for the Course's Materials and Codes

Lecture 27 Intro to Github Copilot

Lecture 28 Setting up Github Copilot

Lecture 29 Absolute Support for Python and Code Suggestion PART 1

Lecture 30 Absolute Support for Python and Code Suggestion PART 2

Lecture 31 Absolute Support for Python and Code Suggestion PART 3

Lecture 32 Absolute Support for Python and Code Suggestion PART 4

Lecture 33 Interesting Features of Github Copilot

Section 5: Using Generative AI API

Lecture 34 Intro to APIs

Lecture 35 Openai platform

Lecture 36 Accessing API

Lecture 37 Creating a chatbot with API

Section 6: Creating AI based Visuals with Copilot

Lecture 38 Links for the Course's Materials and Codes

Lecture 39 What is Copilot Overview of Image processing. Benefits of Copilot

Lecture 40 Getting Started with Copilot

Lecture 41 Image Generation using Copilot

Lecture 42 Modifying and Editing Images using Copilot

Lecture 43 Top 10 Things to Do with ChatGPT to Create Prompts and Link with Copilot for Image Generative AI PART 1

Lecture 44 Top 10 Things to Do with ChatGPT to Create Prompts and Link with Copilot for Image Generative AI PART 2

Lecture 45 Top 10 Things to Do with ChatGPT to Create Prompts and Link with Copilot for Image Generative AI PART 3

Developers and data scientists looking to enhance their AI communication skills.,Content creators and technical writers involved in AI projects.,AI enthusiasts and professionals eager to optimize AI interactions.,Business analysts and decision-makers leveraging AI for insights and solutions.