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Udemy - The Complete Prompt Engineering for AI Bootcamp (2025) 2025-1
Course modified date: 13 Feb 2025
- Enrolled students: 2
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Course content
Sections:
25
•
Activities:
0
•
Resources:
220
- 1 Introduction to the course
- 2 What is Prompt Engineering
- 4 Optional videos to only do if you know coding
- 5 ChatGPT AI Prompt Pack 690 Effective Prompts
- 6 Using OpenAI Playground
- 1 Give Direction
- 2 Specify Format
- 3 Provide Examples
- 4 Evaluate Quality
- 5 Divide Labor
- 6 Applying The Five Principles Worksheet One Pagers
- 1 What are Tokens
- 2 Log Probabilities
- 3 AI Hallucinations
- 4 Chat Models vs Reasoning Models
- 10 Role Prompting
- 11 Ask for Context
- 12 Question Rewriting
- 13 Pre Warming Chats
- 14 Progressive Summarization
- 15 Overcoming the Token Limit in ChatGPT
- 1 List Generation
- 2 Sentiment Analysis
- 3 Explain It Like Im Five
- 4 Least to Most
- 5 Writing Clear Instructions Detailed Instructions
- 6 Writing Clear Instructions Specifying the Steps
- 7 Writing Clear Instructions Delimiters
- 8 Writing Clear Instructions Specifying Length
- 9 Lets Think Step by Step
- 10 Reason and Act ReAct Coding
- 11 Recursive Re prompting and Revision Coding
- 12 Information Retrieval with Vector Databases Coding
- 13 Structured Outputs for OpenAI Coding
- 14 What is Prompt Caching
- 15 Prompt Caching in Practice Coding
- 16 OpenAI Realtime Example
- 18 Personas of Thought
- 1 Meta Prompting
- 2 Chain of Thought Reasoning
- 3 Prompt Injection
- 4 Automatic Prompt Engineer
- 5 Github Repository for the Course
- 6 Advanced List Generation Coding
- 7 Prompt Optimization Coding
- 8 Overcoming Token Limit ChatGPT Managing the Message History Coding
- 9 Vector Databases Coding
- 10 Tracing with LangSmith Coding
- 11 LangChain Hub LangSmith Coding
- 12 LCEL The Runnable Protocol Coding
- 13 LCEL Chat Models itemgetter RAG Coding
- 14 LCEL Chat Message History Memory Coding
- 15 LCEL Creating Multiple Chains Coding
- 16 LCEL Conditional Logic Branching Merging Coding
- 17 Using JSON Mode with LangChain Coding
- 18 Exercise Using JSON Mode with LangChain Coding
- 19 LCEL with JSON Mode Coding
- 1 Prompt Engineering Course What Is LangChain
- 1 What Is LangChain Coding
- 20 LCEL with OpenAI Functions JSON mode Coding
- 21 Exercise LCEL with OpenAI Functions JSON mode Coding
- 22 LangChain Vector Databases the Indexing API Coding
- 23 LCEL Configurable Fields Coding
- 24 LangChain Agents Tools Coding
- 2 Installation Coding
- 3 Chat Models Coding
- 4 Chat Prompt Templates Coding
- 5 Streaming Coding
- 6 Output Parsers Coding
- 7 Summarizing Large Amounts of Text Coding
- 8 Document Loaders Text Splitting Creating LangChain Documents Coding
- 9 Tagging Documents Coding
- 1 Introduction To LangGraph Coding
- 2 Simple LangGraph Flows Coding
- 3 Tool Usage and Persistence Coding
- 4 Human In The Loop Coding
- 5 Manually Updating The State Coding
- 6 Customizing State in LangGraph Coding
- 7 Time Travel Coding
- 8 RAG in LangGraph Self Corrective RAG
- 9 Extra Content To Explore In Your Own Time Advanced BranchingSubgraphs Coding
- 1 Chain of Thought
- 2 Emotion Prompting
- 3 Role Prompting
- 4 In Context Learning
- 5 Self Consistency Sampling
- 10 Sammo Metaprompting
- 11 Sammo Testing and Optimization
- 1 What are Evals
- 2 Prompt Testing in GSheets without code
- 3 LLM Image Model Performance Advanced Evaluation Strategies Coding
- 4 Eval for a RAG system
- 5 Prompt Optimization with DSPy Coding
- 6 Eval metrics with DSPy Coding
- 7 1 Prompt Optimization 5 Principles of Prompting Coding
- 8 2 Prompt Optimization Advanced Coding
- 9 Sammo Introduction
- 10 Using LangChain Llama3 Locally with LMStudio Coding
- 11 Transcribing audio from a Youtube Video Coding
- 12 Fine Tuning on Writing Style Coding
- 13 Adcopy Writing Coding
- 14 Social Media Posting Coding
- 15 Reverse Engineering a Publication Coding
- 16 Building a GPT wrapper with Flask and HTMX Coding
- 17 Qualitative Analysis Coding
- 18 Claim Detection Coding
- 19 Summarize a news story
- 1 Tell me a funny joke
- 20 Write a PRD
- 21 OpenAI Realtime Twilio Example
- 2 Create an Entire Ebook
- 3 SEO Blog Articles
- 4 Thought Leadership Posts
- 5 Summarizing Text Coding
- 6 Summarizing An Entire Book Coding
- 7 Review Classification Coding
- 8 AI Blog Post Generation Coding
- 9 Text To Speech using OpenAI Coding
- 1 Style Modifiers
- 2 Quality Boosters
- 3 Negative Prompts
- 4 Weighted Terms
- 5 Prompt Rewriting
- 6 Inpainting
- 7 Outpainting
- 8 Realistic Models
- 9 Consistent Characters
- 10 Advanced Inpainting Requires Automatic1111
- 11 ControlNet Requires Automatic1111
- 12 ControlNet Inpainting Requires Automatic1111
- 13 Segment Anything Requires Automatic1111
- 14 Textual Inversion Coding
- 15 Dreambooth Coding
- 16 Migrating to Stable Diffusion XL in AUTOMATIC1111 Coding
- 17 Comfy UI
- 18 Beta Anthropic Computer Use Example
- 1 Midjourney Outpainting Zoom Out Pan
- 2 Midjourney Inpainting Vary Region
- 3 Meme Unbundling
- 4 Meme Mapping
- 5 Permutations Prompts
- 6 Prompt Reverse Engineering
- 7 Prompt Token Analysis
- 8 AUTOMATIC1111 Requires Automatic1111
- 9 XYZ Prompt Grids Requires Automatic1111
- 1 AI Custom Illustrations
- 2 Making a Brand Logo
- 3 AI Stock Photos
- 4 Runway Creating b roll footage
- 5 Product Placement Coding
- 6 Tagging Ad Creative Coding
- 7 AI Profile Picture Coding
- 10 ChatGPT GPT V Vision
- 11 ChatGPT Interactive Tables
- 12 ChatGPT Canvas
- 13 ChatGPT Desktop Application
- 14 GPT Store Building Custom GPTs Coding
- 15 ChatGPT Search
- 1 What is ChatGPT
- 2 Prompting ChatGPT
- 3 ChatGPT Capabilities and Limitations
- 4 ChatGPT Shortcuts
- 5 ChatGPT Custom Instructions
- 6 ChatGPT Memory
- 7 ChatGPT Scheduled Tasks
- 8 ChatGPT DALL E 3
- 9 ChatGPT Code Execution DALLE GPTs Web Browsing Functionality
- 1 What is GPT 4
- 2 Prompting GPT 4
- 3 GPT 4 Capabilities and Limitations
- 1 What is Midjourney_ Google Slides 13 March 2023
- 1 What is Midjourney
- 2 Prompting Midjourney
- 3 Midjourney Capabilities and Limitations
- 1 What is Claude
- 2 Prompting Claude
- 3 Claude Projects
- 4 Anthropic Workbench
- 1 What is Stable Diffusion
- 2 Prompting Stable Diffusion Coding
- 3 Stable Diffusion Capabilities and Limitations
- 1 What is DALL E 3
- 2 Prompting DALL E 3
- 3 DALL E 3 Capabilities and Limitations
- 1 What is GitHub Copilot Coding
- 2 Installing Copilot Coding
- 3 Prompting GitHub Copilot Coding
- 4 GitHub Copilot Capabilities and Limitations Coding
- 5 Github Copilot Editing Features Coding
- 6 Github Copilot Chat Custom Prompts
- 1 Vision Prompting Guide
- 2 Automating Product Descriptions via GPT V
- 3 Automating UX Landing Page Analysis via GPT V
- 4 Memetic Analysis with GPT V
- 1 Prompt Chaining
- 2 Routing
- 3 Parallelization
- 4 LLM Orchestrators
- 5 Agents
- 6 Mixture of Experts Aggregator
- 7 Additional Agent Architectures
- 1 What is Google Gemini
- 2 What is Meta LLaMA
- 3 Runway ML
- 4 What is Google Vision
- 5 What is OpenAI Whisper
- 6 Testing Open Source Models
- 7 What is Flux
- 8 Perplexity Search
- 1 Google Gemini Deep Research
- 2 Google NotebookLM
- 3 PromptLayer
- 4 PromptFoo
- 5 Instructor
- 6 Groq Cloud
- 7 Zapier no code
- 8 Langwatch
- 1 Free PDF Prompt Engineering Book CH01
- 2 Sources of Inspiration
- 3 Next steps after the course