IIRF Online > Development > Software Development Tools > Prompt Engineering > Advanced Prompt Engineering for Everyone
Advanced Prompt Engineering for Everyone by Coursera
Skills you will learn!
Curriculum
9 Topics
Why Getting Generative AI to Write Like You is a Hard Prompt Engineering Task
Prompts Instructions & Writing
Iterative Refinement in a Conversation and Why It is Different
In-Context Learning Writing & Information Density
The Writing Persona Pattern
Example Selection is Critical for In-Context Learning
Preference-Driven Refinement of Prompts
Learning More & Staying Connected
Build Your Writing Persona
6 Topics
Exploiting Generation
Five Ways to Solve the Problem
Generation Approaches
Generating Assessment Metrics
Automated Search
Think More
9 Topics
The Five Components of a Prompt
Machine Learning for All
Performing Classification with Prompts
Clustering with Prompts
Prediction with Prompts
Recommendation with Prompts
Training Models with Prompts: In-Context Learning
How Many Examples and Which Examples Should Your Prompt Use?
AI Training & Prompts
6 Topics
Template Pattern
What is Markdown
Self-consistency Fact Checking & Referencing Footnotes
More Advanced Markdown Templates
Escape Valves in Prompts
Building a Reporting Prompt
5 Topics
Overview of RAG
Retrieval Approaches: Search Databases & Embeddings
The Important of Prompt Engineering in Augmentation
Issues with Retrieval: Finding the Right Thing Chunk Size & Noise
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Advanced Prompt Engineering for Everyone
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