Master Prompting Chatgpt, Gpt-4 And Large Language Models

Communicate Effectively with AI Large Language Models

What you'll learn

Gain a deep understanding of the fundamentals, principles, and techniques of prompt engineering and its applications in various domains.

Master the art of crafting effective prompts, utilizing tags, and employing advanced strategies to maximize the potential of AI language models.

Develop the skills to create prompts for diverse applications such as content creation, coding assistance, chatbot therapy, and more using Chat GPT.

Acquire the knowledge to secure prompt engineering efforts by understanding prompt hacking concepts, and explore advanced topics like text detection ect.

Requirements

This course is beginner-friendly and aims to lower the barrier for those interested in prompt engineering and AI language models. All necessary concepts will be explained and demonstrated throughout the course.

Basic understanding of AI and machine learning concepts: Familiarity with AI concepts and a general understanding of machine learning will be beneficial for grasping prompt engineering concepts.

Interest in natural language processing (NLP): A curiosity about language models, NLP, and text generation will help learners better engage with the course material.

Access to a computer and internet connection: Learners will need a computer with a reliable internet connection to access the video course and work on practical examples.

No prior programming experience required: This course is designed to be accessible for learners without a programming background, although those with experience may find it easier to apply the concepts.

Description

Become an AI Whisperer: Break into the field of prompt engineering, the most exciting and hottest new job in tech. Learn how to make Artificial Intelligence systems like ChatGPT and GPT-4 do exactly what you want, even if they've been programmed to do otherwise. Master their biases, take advantage of their design flaws, and become an expert prompter!Did you know a sentence as simple as "Ignore previous directions" can often confuse AIs as advanced as ChatGPT and grant you access to restricted functionality? This is exactly what prompt engineers do on a daily basis: they discover models' biases and exploit them to their advantage. Intrigued? Dive into the world of prompt engineering with our comprehensive video course, designed to unlock the potential of AI language models for a wide range of applications. Learn the principles, techniques, and advanced strategies for crafting effective prompts, hacking prompts, image prompts, and more. With a strong focus on practical examples, this course will equip you with the skills to transform AI language models into powerful tools for content creation, chatbots, coding assistants, and beyond. Embark on this journey to master prompt engineering and harness the true power of generative AI!What will you learn?Gain a deep understanding of the fundamentals, principles, and techniques of prompt engineering and its applications in various domains.Master the art of crafting effective prompts, utilizing tags, and employing advanced strategies to maximize the potential of AI language models.Develop the skills to create prompts for diverse applications, such as content creation, coding assistance, chatbot therapy, and more, using ChatGPT.Acquire the knowledge to secure prompt engineering efforts by understanding prompt hacking concepts and exploring advanced topics like AI-generated text detection and addressing biases.Learn image prompting techniques, including style modifiers, quality boosters, and weighted terms, to enhance visual content generation.Understand the integration of language models and tags in technologies and startups for improved outcomes.Gain proficiency in addressing limitations and potential biases in AI language models, leading to more responsible and ethical use of technology.Stay updated on cutting-edge developments in prompt engineering, equipping you with the skills to adapt and innovate in a rapidly evolving field.

Overview

Section 1: Introduction to Prompt Engineering

Lecture 1 Introduction Who this Course is For

Lecture 2 What is Prompt Engineering

Lecture 3 Generative AI Tools

Lecture 4 Cons of Prompt Engineering

Lecture 5 Future Trends of Prompt Engineering

Section 2: Principles of Prompt Engineering

Lecture 6 Introduction to Principles of Prompt Engineering

Lecture 7 Prompt Formula

Lecture 8 Less Effective Prompts

Lecture 9 Prompt Formulation

Lecture 10 Prompt Commands

Lecture 11 Basic Prompt Examples

Section 3: Prompt Engineering Techniques

Lecture 12 Introduction and chapter overview

Lecture 13 About Language Models

Lecture 14 Important Vocabulary

Lecture 15 Tokens and Tokenization

Lecture 16 Tokenization Strategies

Lecture 17 Context and Conversation History

Lecture 18 Balancing Prompt Length

Lecture 19 Balancing Prompt Lenght Examples

Lecture 20 Zero Shot Prompting

Lecture 21 Few Shot Prompting

Lecture 22 Chain Of Though

Lecture 23 Least to Most Prompting

Lecture 24 Directional Stimulus Prompting

Lecture 25 PAL (Program-Aided Language Models)

Lecture 26 ReAct (Reversible Actuation)

Lecture 27 Self Consistency

Lecture 28 Generated Knowledge Prompting (GKP)

Lecture 29 Applications and Limitations of Language Models

Section 4: Tags in Prompt Engineering

Lecture 30 Introduction Chapter overview

Lecture 31 Introduction to Tags in Prompt Engineering

Lecture 32 Types of Tags

Lecture 33 Combining Tags

Lecture 34 Bing Chat

Lecture 35 Integration of LLM and Chat GPT in Technologies & Startups

Section 5: Chapter 5 - Crafting Prompts for Chat GPT

Lecture 36 Introduction Chapter overview

Lecture 37 Coding Assistant

Lecture 38 Content Creation

Lecture 39 Structuring Data

Lecture 40 ChatBot Therapist

Lecture 41 Act as a ChatGPT Prompt Generator

Section 6: Prompt Hacking

Lecture 42 Introduction Chapter overview

Lecture 43 Understanding Prompt Injection

Lecture 44 Understanding Prompt Leaking

Lecture 45 Understanding Prompt Jailbreaking Part1

Lecture 46 Understanding Prompt Jailbreaking Part2

Lecture 47 Defensive Mechanisms for Prompt Engineering

Section 7: Image Prompting

Lecture 48 Introduction and Chapter Overview

Lecture 49 Style Modifiers in Image Prompting

Lecture 50 Quality Boosters in Image Prompting

Lecture 51 Emphasizing Keywords through Repetition

Lecture 52 Weighted Terms in Image Prompting

Lecture 53 Improving images with Negative Prompts

Lecture 54 MindJourney Parameters

Lecture 55 Effective DALE Prompts

Lecture 56 Tools and Resources

Section 8: Chapter 8 - Advanced Topics

Lecture 57 Introduction and Chapter Overview

Lecture 58 Detecting AI-Generated Text An Overview

Lecture 59 The Watermark Method

Lecture 60 Evading Detection Methods for AI-Generated Text

Lecture 61 Improving Prompt Engineering for LLMs

Lecture 62 Addressing Biases in Prompt Engineering

Content creators and digital marketers looking to leverage the power of AI language models for generating high-quality, engaging content across various platforms.,Developers and engineers interested in integrating AI language models, such as Chat GPT, into their projects for tasks like coding assistance, chatbot development, and more.,AI and machine learning enthusiasts seeking a comprehensive understanding of prompt engineering techniques and strategies to enhance their skillset in natural language processing.,Startup founders and product managers aiming to harness AI language models to create innovative products or improve existing services in their businesses.,Educators and researchers focused on responsible AI practices, who wish to explore prompt engineering for addressing biases, limitations, and ethical considerations in AI language models.