Practical Prompt Engineering Masterclass: Hands-On Learning

This Workshop Covers Prompt Engineering from Scratch to an Advanced Level || Complete Practical Demonstration | No FLUFF

What you'll learn

Learn the Core Principles of Crafting Effective AI Prompts.

Create Complex Prompt-Based Applications for your Life, Business, or Education

Different Prompt Patterns to Tap into Powerful Capabilities Within LLM's

Apply patterns like Persona and Question Refinement for better AI interactions.

Dive into Few-Shot Prompting and Chain of Thought to tackle complex tasks.

Understand how language models work to enhance your prompting skills.

Use AI to boost creativity with Game Play and Template Patterns.

Implement Combining Patterns and Semantic Filtering for precise outputs.

Engage in practical assignments to solve real-world challenges.

Equip yourself with cutting-edge skills to future-proof your career.

Requirements

There's no requirement when it comes to developing AI Skills.

Description

Welcome to our Prompt Engineering course, designed to equip you with the essential skills and knowledge to master the art of crafting effective prompts for AI models like ChatGPT. This course is structured into several key areas to provide a comprehensive learning experience. Introduction to Prompt Engineering: In this section, you will learn the foundational concepts of prompt engineering, including: The significance of prompts in AI interactionsUnderstanding how language models, such as ChatGPT, process and respond to promptsKey terminology and principles that underpin effective prompt craftingCrafting Effective Prompts: Dive into the techniques for creating high-quality prompts that yield accurate and relevant responses. Topics include: Identifying characteristics of effective promptsStructuring prompts for clarity and precisionUtilizing various prompting techniques such as zero-shot, few-shot, and chain-of-thought promptingPractical Applications and Real-World Scenarios: Explore how prompt engineering can be applied across different domains. This section covers: Case studies showcasing successful prompt applications in business, education, and content creationHands-on projects where you will create prompts for specific tasks, such as generating reports, summarizing articles, or developing creative contentAdvanced Prompt Engineering Techniques: For those looking to deepen their expertise, this area focuses on advanced strategies including: Techniques for optimizing prompts based on feedback and evaluationProblem decomposition and in-context learning methodsExploring ethical considerations in prompt engineeringConclusion and Future Learning PathsAs you complete the course, you will be equipped not only with practical skills but also with a mindset geared toward continuous learning in the rapidly evolving field of AI. You will also receive guidance on further resources and advanced courses to continue your journey in prompt engineering. Enroll today to unlock the full potential of AI through effective prompt engineering!

Overview

Section 1: Welcome to Prompt Engineering Workshop

Lecture 1 Course Teaser: Creating a Fusion Cuisine Meal Plan and Math Game

Lecture 2 Course Teaser: Using Persona Pattern for Speech Pathology Simulation

Lecture 3 Course Overview: Our Advanced Prompt Engineering RoadMap

Lecture 4 Setting Up Environment: Exploring Its Layout and Interface

Section 2: Fundamental Prompt Patterns 101

Lecture 5 Introduction to ChatGPT Prompt Patterns

Lecture 6 Building Context and Personality with the Persona Pattern

Lecture 7 ChatGPT Question Refinement Pattern: Prompt Refining Tool

Section 3: Prompt Engineering Foundations

Lecture 8 ChatGPT Cognitive Verifier Pattern: Validating Claims and Explanations

Lecture 9 ChatGPT Audience Persona Pattern: Writing in Your Reader's Voice

Lecture 10 ChatGPT Flipped Interaction: Driving Interactivity in Prompts

Section 4: Adaptive Prompt Engineering

Lecture 11 Incorporating New Information for Data Processing or Accurate Answers

Lecture 12 Leveraging Conversation Prompts: A Strategy for Goal Fulfillment

Lecture 13 Building Reusable Root Prompts for Specific Scenarios

Section 5: Behind the Scenes of Prompt Engineering

Lecture 14 How LLM's Works and Their Fundamentals

Lecture 15 Developing a Prompt Engineer's Intuition and Mindset

Section 6: Few-Shot Prompt Engineering

Lecture 16 Maximizing Efficiency with Few-Shot Examples

Lecture 17 Action-Oriented Few-Shot Pattern: Practical Applications

Lecture 18 Intermediate Steps: Few-Shot Patterns in Complex Tasks

Lecture 19 Crafting Effective Few-Shot Patterns: Strategies and Techniques

Section 7: Mastering Advanced Reasoning Techniques

Lecture 20 Unlocking Logical Reasoning with Chain of Thought Prompting

Lecture 21 React Prompting: Eliciting Responsive Outputs

Lecture 22 Collaborative Refinement: Using Peer Review

Section 8: Thoughtful Prompt Engineering

Lecture 23 Thoughtful Prompt Engineering: Key to Unlocking LLM's Potential

Lecture 24 Understanding and Managing Randomness in Outputs

Lecture 25 Programming Unlocked: Anyone Can Code through LLM's

Section 9: Creative Prompt Engineering Applications

Lecture 26 Game Prompting Pattern: Engaging Users with Interactive Prompts

Lecture 27 Template Pattern: Structured Prompts for Consistent Results

Lecture 28 Meta Language Creation: Building New Languages with Prompts

Lecture 29 Recipe Pattern: Step-by-Step Prompting Pattern

Lecture 30 Alternative Approaches Pattern: Exploring Diverse Strategies

Section 10: Advanced Prompting Strategies for LLM's

Lecture 31 Ask For Input: Engaging Users through Input-Based Prompts

Lecture 32 Combining Patterns: Leveraging Prompt Combination

Lecture 33 Outline Expansion Pattern: Enriching Content

Lecture 34 Menu Actions Pattern: Prompts for Guided Decision-Making

Lecture 35 Fact Check List Pattern: Ensuring Accuracy

Lecture 36 Tail Generation Pattern: Customizing Prompts

Lecture 37 Semantic Filter Pattern: Fine-Tuning Outputs

Section 11: Course Conclusion and Final Thoughts

Lecture 38 Workshop: Course Conclusion and Final Thoughts

There's no requirement when it comes to developing AI Skills.,Professionals aiming to integrate AI tools into their businesses for tasks such as software application generation and enhanced productivity.,Educators or parents looking for a tutor for their children in subjects like math.,You’re a marketer willing to save your job and 15+ Hours in a week,Users wishing to disrupt their fields by writing effective prompts and unlocking creative uses of large language models.,Those interested in understanding and harnessing the emergent intelligence and reasoning capabilities of generative AI tools.,Anyone keen to learn prompt engineering, regardless of their computer usage skills.,You’re a student willing to have a Future Proof Career!,You’re an Startup owner Willing to grow faster,You’re an Freelancer Willing to grow faster,You’re a Data/Tech Professional willing to upskill