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    Fluid Principles: Introducing Prompt Engineering & Design

    Posted By: ELK1nG
    Fluid Principles: Introducing Prompt Engineering & Design

    Fluid Principles: Introducing Prompt Engineering & Design
    Published 9/2024
    MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
    Language: English | Size: 723.26 MB | Duration: 2h 5m

    Master FLUID Principles to design efficient prompts for AI chatbots like ChatGPT, Copilot, Gemini, Perplexity and beyond

    What you'll learn

    Identify and address vagueness, incompleteness, and irrelevancy in prompts

    Develop targeted and relevant prompts by enhancing your focus in prompt design

    Sharpen your skills with demos that show how to overcome common pitfalls in prompt design

    Execute creative prompting techniques, including conceptual blending and stylistic transplantation

    Uncover new possibilities through counterfactual prompts and explore their applications

    Learn ethical principles for responsible AI and apply them to your prompt design work

    Tackle miscommunication, inconsistency, and pertinence deficits to boost prompt accuracy

    Clarify specialized vocabulary and concepts to ensure mutual understanding

    Define tone, structure, format, detail level, and expertise to guide model output

    Gain a deep understanding of problem and model understanding issues in prompt engineering

    Evaluate and refine your prompts using industry-standard metrics and quality assessment techniques

    Master the iterative prompt refinement process to continuously improve your prompt design skills

    Requirements

    No prior experience with AI or programming is required

    A willingness to learn and an eagerness to explore AI's possibilities

    Description

    This course is your gateway to mastering the art of prompt engineering, enabling you to unlock the full potential of Large Language Models and AI chatbots like ChatGPT, Microsoft Copilot, Google Gemini, Perplexity AI, Meta AI, Anthropic Claude and others. Tailored for a wide range of individuals, this course welcomes everyone, regardless of background or experience. Whether you're an entrepreneur looking to boost productivity, a student preparing for a future-proof career, or simply a curious learner interested in AI, this course offers an engaging and accessible learning journey. With no prior technical knowledge required, anyone can dive in and start crafting impactful prompts that produce exceptional results.The course is especially beneficial for professionals aiming to integrate AI into their businesses. The skills you acquire here will revolutionize the way you work with AI tools. You’ll discover how to craft prompts that yield creative, relevant, and highly efficient outputs, giving you a competitive edge in any field. Entrepreneurs and startup owners can accelerate their growth by using AI to solve complex problems, while freelancers and tech professionals will find new opportunities to enhance their careers through prompt engineering.Throughout this course, you will explore a diverse range of prompt engineering techniques, each designed to tackle specific challenges and enhance your prompt design skills. You’ll learn how to develop targeted and relevant prompts that address various business and creative needs, from content creation to research and customer service. The course also delves into creative prompting methods like conceptual blending and stylistic transplantation, showing you how to push the boundaries of AI-generated content. Ethical principles are also covered, ensuring that your work is not only effective, but also responsible and in line with best practices.The course is designed in a highly practical format, combining online video lessons with engaging theory and hands-on demonstrations. These demos will guide you through overcoming common pitfalls in prompt design, enabling you to sharpen your skills with real-world examples. You’ll also uncover new possibilities through counterfactual prompts, learning how to experiment with AI in innovative ways. Whether you are interested in everyday applications or advanced creative endeavors, this course provides the tools you need to make the most of large language models.One of the course’s standout features is its focus on refining prompts for accuracy and effectiveness. You’ll learn how to tackle issues such as vagueness, incompleteness, irrelevancy, miscommunication, inconsistency, and pertinence deficits, ensuring that your prompts consistently generate high-quality and contextually appropriate outputs. With a strong emphasis on understanding both the problem and the large language model behavior, you’ll be able to evaluate and refine your prompts using industry-standard metrics and quality assessment techniques. The iterative prompt refinement process will empower you to continuously improve your skills, making you a confident and proficient prompt designer.This online course is designed to fit around your busy schedule, with video lessons that can be completed at your own pace and convenience. Whether you're aiming to disrupt your industry, enhance your productivity, or simply explore the fascinating world of AI, this course provides a solid foundation in prompt engineering. All you need is a willingness to learn and an eagerness to explore the possibilities that AI offers—no prior experience with AI or programming is required. By the end of the course, you will have mastered the skills necessary to effectively interact with large language models and use them to their fullest potential, opening up new opportunities in your personal and professional life.

    Overview

    Section 1: Prompt Design Principles, Patterns, and Optimization Techniques

    Lecture 1 Key Concepts in Prompt Engineering: Principles, Patterns, and Optimization

    Lecture 2 The FLUID Framework: Key Design Principles in Prompt Engineering

    Lecture 3 The Synergetic Impact of Combined Prompt Design Principles

    Lecture 4 DESIGN: Structured Patterns for Effective Prompt Design

    Lecture 5 Model Performance Optimization with Selection, Control and Adaptation

    Section 2: Effective Prompt Contextualization with the Focus on the Problem Principle

    Lecture 6 Recognizing Vagueness, Incompleteness and Irrelevancy in Prompts

    Lecture 7 The Focus on the Problem Principle

    Lecture 8 Demo: Sharpening Prompts to Overcome Focus Pitfalls

    Lecture 9 Focused Summary

    Section 3: Fostering a Growth Mindset with the Learner Aptitude Principle

    Lecture 10 The Importance of Continuous Learning in Prompt Design

    Lecture 11 The Learner Aptitude Principle

    Lecture 12 Demo: Discovering New Dimensions with Conceptual Blending

    Lecture 13 Demo: Creative Prompting with Stylistic Transplantation

    Lecture 14 Demo: Uncovering New Possibilities Through Counterfactual Prompts

    Lecture 15 Open-Minded Summary

    Section 4: Ensuring Responsible AI with the Uprightness Usage Principle

    Lecture 16 Ethical Principles for a Responsible AI

    Lecture 17 The Uprightness Usage Principle: A Practical Application of Responsable AI

    Lecture 18 Demo: Refining Prompts for Ethical Consideration

    Lecture 19 Responsible Summary

    Section 5: Enhancing Interaction with the Incisive Instructions Principle

    Lecture 20 Common Interaction Challenges with Large Language Models

    Lecture 21 The Incisive Instructions Principle

    Lecture 22 Demo: Boosting Prompts for Accurated Responses

    Lecture 23 Boosted Summary

    Section 6: Refining Prompts with the Diligence for Crafting Principle

    Lecture 24 Understanding Problem Understanding Issues

    Lecture 25 Understanding Model Understanding Issues

    Lecture 26 The Diligence for Crafting Principle

    Lecture 27 Evaluation Approaches for Prompt Designers

    Lecture 28 Evaluation Metrics for Pre-Trained Models

    Lecture 29 Demo: Evaluating Metrics for Acceptable Responses

    Lecture 30 The Output Inspection Phase

    Lecture 31 Demo: Inspecting Outputs for High-Quality Responses

    Lecture 32 The Iterative Prompt Refinement Process

    Lecture 33 Refined Summary

    Entrepreneurs and startup owners looking to integrate AI into their business and solve complex problems,Students preparing for a future-proof career in AI and related fields,Professionals aiming to enhance productivity and gain a competitive edge through AI,Freelancers and tech professionals seeking new opportunities to improve their careers via prompt engineering,Curious learners interested in AI and willing to explore its potential without any technical background