Complete Prompt Engineering Practical Course CPEPC 2024
Udemy - Complete Prompt Engineering Practical Course CPEPC 2024-5
Responsible | Narodom Narodom.guy |
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Last Update | 26/08/2024 |
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Udemy
Prompt Engineering
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Read me.txt
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1. Course Intro Section Section9Lessons ·
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1. Motivating Example Create an educational activity plan for school kids using AI.mp4
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2. Overview of the Course and how to develop your thinking towards AI and LLMs.mp4
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3. What is Persona Pattern and how this is useful in Prompt Engineering.mp4
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4. How to create an account in ChatGPT, Google Gemini and Meta AI for free .mp4
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4.1 ChatGPT.html
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4.2 Google Gemini.html
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4.3 Meta AI.html
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5. Why does the output contain randomness.mp4
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6. Connect with me!.html
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2. Introduction to Prompt Engineering45Lessons ·
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1. What is Prompt Engineering Definition and Overview.mp4
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2. History and Evolution of Prompt Engineering.mp4
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2.1 Click here to know more about Eliza.html
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3. Key Points to Remember about History and Evolution.html
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4. Key Concepts and Terminology in AI, Machine Learning, Neural Networks.mp4
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5. 14 AI-related terms with simple examples [Important Notes].html
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6. Understanding Artificial Intelligence (AI) A complete Guide for Learners.mp4
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7. Simplified breakdown of the key points about Artificial Intelligence (AI).html
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8. Discover Machine Learning (ML) A Guide for Learners.mp4
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9. Simplified breakdown of the key points about Machine Learning (ML).html
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10. Difference between Artificial Intelligence (AI) and Machine Learning (ML).mp4
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11. Exploring Neural Networks A Simple and Fun Guide.mp4
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12. Simplified breakdown of the key points about Neural Networks.html
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13. What is the differences between AI, ML and Neural Networks .mp4
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14. Discovering Natural Language Processing (NLP) A Fun and Simple Guide.mp4
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15. Simplified breakdown of the key points about Natural Language Processing (NLP).html
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16. What is the differences between AI, ML,Neural Networks and NLP.mp4
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17. Tokenization A Simple and Exciting Guide.mp4
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18. Simplified explanation of Tokenization.html
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19. Journey into the World of Sentiment Analysis A Simple Guide for Curious Minds.mp4
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20. Simplified breakdown of the key points about Sentiment Analysis.html
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21. Differences between Tokenization and Sentiment Analysis through examples.mp4
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22. Entering the World of Prompting A Fun Guide for Learners.mp4
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23. Simplified explanation of Prompting.html
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24. The Adventure of Parsing An Easy-to-Understand Guide.mp4
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25. Simplified explanation of Parsing.html
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26. Differences between Tokenization, Sentiment Analysis and Parsing through ex!.mp4
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27. Exploring the World of Deep Learning A Simple Guide for Explorers.mp4
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28. Simplified explanation of Deep Learning.html
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29. Learn the Differences between AI, ML, NLP, Neural Networks and Deep Learning.mp4
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30. The World of Supervised Learning A Simple and Fun Explanation.mp4
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31. Simplified explanation of Supervised Learning.html
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32. The Adventure of Unsupervised Learning A Fun and Easy Explanation for Everyone.mp4
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33. Simplified explanation of Unsupervised Learning.html
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34. Differences between Supervised Learning and Unsupervised Learning with examples!.mp4
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35. Exploring Reinforcement Learning A Fun and Simple Journey.mp4
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36. Simplified explanation of Reinforcement Learning.html
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37. The Fascinating World of Zero-shot Learning Explained Simply.mp4
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38. Simplified explanation of Zero-shot Learning.html
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39. Understanding Few-shot Learning A Simple and Engaging Explanation.mp4
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40. Simplified explanation of Few-shot Learning.html
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41. Differences between Reinforcement Learning, Zero-shot and Few-shot Learning!.mp4
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42. Comparison Table of Key Concepts.mp4
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43. Understanding the Key Concepts with an Example Scenario.mp4
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44. Section 1 Quiz Foundations of Prompt Engineering.html
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3. Basics of Prompt Design11Lessons ·
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1. Section Intro.mp4
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2. Understanding AI Language Models An Elaborative Guide.mp4
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3. How AI Models Understand and Generate Text .mp4
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4. What is Large Language Model .mp4
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5. What are the various LLM (AI Models) available for free.mp4
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6. Limitations and Capabilities.mp4
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7. Crafting Effective Prompts Elements of a Good Prompt.mp4
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8. Prompt types for AI language models can generally be categorized as follows.mp4
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9. Types of prompts and real world responses!.mp4
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10. Common Pitfalls and How to Avoid Them.mp4
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11. Basics of Prompt Design Test.html
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4. Intermediate Prompt Engineering Techniques9Lessons ·
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1. Section Intro.mp4
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2. Prompt Tuning and Refinement Iterative Testing and Adjustment.mp4
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3. Analyzing Model Responses.mp4
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4. Contextual and Conditional Prompting Setting Contexts.mp4
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5. Conditional Statements and Logic in Prompt Engineering.mp4
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6. Creative and Complex Prompting Storytelling, Role-Playing, & Scenario Building.mp4
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7. Recap of Section 3 Intermediate Prompt Engineering Techniques [Part-1].mp4
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8. Recap of Section 3 Intermediate Prompt Engineering Techniques [Part-2].mp4
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9. Section 3 Quiz Intermediate Prompt Engineering Techniques.html
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5. Advanced Applications and Strategies8Lessons ·
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1. Section Intro.mp4
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2. Advanced Techniques in Prompt Engineering Chain of Thought Prompting.mp4
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3. Zero-shot and Few-shot Learning.mp4
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4. Ethical Considerations and Best Practices Bias and Fairness.mp4
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5. Privacy and Data Security.mp4
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6. Troubleshooting and Optimizing Prompts Dealing with Ambiguity and Vagueness.mp4
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7. Maximizing Model Performance.mp4
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8. Prompt Patterns [Discover Over 10 Patterns with Practical Demonstrations].mp4
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6. Real-World AI Projects and Applications2Lessons ·
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1. Project Outline AI-Powered Study Buddy.mp4
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2. Testing of the Project.mp4
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7. Regular Updates and Final Thoughts!1Lessons ·
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1. What's NEXT .html
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