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IT: Artificial Intelligence & Data
Foundations of Prompt Engineering
Curriculum
1 Section
37 Lessons
30 hours
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Unit 1 — Foundations of Prompt Engineering
37
1.1
Why This Book Now?
20 mins
1.2
Understanding AI, Machine Learning, and Deep Learning
20 mins
1.3
How Did Prompts Originate
20 mins
1.4
How Can You Provide Data Input to an AI System
20 mins
1.5
Making AI Accessible to Everyone
20 mins
1.6
How Prompts Guide the AI’s Response
20 mins
1.7
Various Platforms and Their Prompt Formats
20 mins
1.8
Recognizing Characters and Depth of Prompts
20 mins
1.9
Understanding a Prompt Dictionary
20 mins
1.10
Key Factors to Consider: Context, Clarity, and Conciseness
20 mins
1.11
Common Mistakes to Avoid When Crafting Prompts
20 mins
1.12
Understanding Different Components of a Prompt
20 mins
1.13
Step-by-Step Guide to Crafting Your First Prompt
20 mins
1.14
Step-by-Step Instruction Guide
20 mins
1.15
Testing and Evaluating Your Prompts
20 mins
1.16
Iterating and Refining Your Prompts
20 mins
1.17
Prompt Engineering for Various Applications
20 mins
1.18
Tips and Tricks for Advanced Prompt Engineering
20 mins
1.19
Advanced Techniques: Machine Learning for Prompt Optimization
20 mins
1.20
Understanding Bias in AI and Prompts
20 mins
1.21
Strategies for Reducing Bias in Your Prompts
20 mins
1.22
Ethical Guidelines for Prompt Design
20 mins
1.23
Prompts and Privacy Considerations
20 mins
1.24
Future Ethical Challenges in Prompt Engineering
20 mins
1.25
Advanced Techniques: Automated Bias Detection
20 mins
1.26
Applications in Prompt Engineering
20 mins
1.27
Prompts for Creative Writing
20 mins
1.28
Prompts for Business Applications
20 mins
1.29
Prompts for Educational Uses
20 mins
1.30
Prompts for Coding and Software Development
20 mins
1.31
Prompts for Entertainment and Gaming
20 mins
1.32
Personalized Prompts—Beyond Generic Queries
20 mins
1.33
A/B Testing of Prompts
20 mins
1.34
What Is GPT-4?
20 mins
1.35
How Does ChatGPT-3 Use Prompts?
20 mins
1.36
Practical Examples of ChatGPT-3 Applications
20 mins
1.37
Limitations and Ethical Considerations
20 mins
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