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The Complete Prompt Engineering for AI Bootcamp (2024)
0 students
Last updated
Dec 2024
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Overview
Course content
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About the course
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Course content
Sections:
1
•
Activities:
1
•
Resources:
211
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Section 1
Contents
Announcements
001 Introduction to the course ywSa gitir
002 What is Prompt Engineering QpeF gitir
004 Optional videos to only do if you know coding iEt9 gitir
005 ChatGPT AI Prompt Pack 690 Effective Prompts w56p gitir
006 Using OpenAI Playground yK59 gitir
007 Give Direction xWzU gitir
008 Specify Format Gj3Q gitir
009 Provide Examples g7gQ gitir
010 Evaluate Quality DWi1 gitir
011 Divide Labor 82HM gitir
012 Applying The Five Principles Worksheet One Pagers dDgp gitir
013 What are Tokens Tdz0 gitir
014 Log Probabilities dhwr gitir
015 AI Hallucinations 0xe2 gitir
016 List Generation mnv2 gitir
017 Sentiment Analysis W63a gitir
018 Explain It Like I m Five ENOW gitir
019 Least to Most ea5s gitir
020 Writing Clear Instructions Detailed Instructions XbIe gitir
021 Writing Clear Instructions Specifying the Steps OQXL gitir
022 Writing Clear Instructions Delimiters Iu41 gitir
023 Writing Clear Instructions Specifying Length h1QB gitir
024 Let s Think Step by Step sInT gitir
025 Role Prompting 3cYc gitir
026 Ask for Context P5mk gitir
027 Question Rewriting EVKW gitir
028 Pre Warming Chats WHaE gitir
029 Progressive Summarization FTGz gitir
030 Overcoming the Token Limit in ChatGPT KSf1 gitir
031 Meta Prompting MyQK gitir
032 Chain of Thought Reasoning 9Y6Q gitir
033 Prompt Injection YVvN gitir
034 Automatic Prompt Engineer 2dF5 gitir
035 Github Repository for the Course ZQHF gitir
036 Advanced List Generation Coding Q0KR gitir
037 Prompt Optimization Coding 5qrq gitir
038 Overcoming Token Limit ChatGPT Managing the Message History Coding qGrl gitir
039 Vector Databases Coding CT4i gitir
040 Reason and Act ReAct Coding ZfPV gitir
041 Recursive Re prompting and Revision Coding Y7RZ gitir
042 Information Retrieval with Vector Databases Coding DaML gitir
043 Structured Outputs for OpenAI Coding SDe3 gitir
044 What is Prompt Caching VMDS gitir
045 Prompt Caching in Practice Coding oQNl gitir
046 OpenAI Realtime Example SgYn gitir
048 Personas of Thought wq13 gitir
049 What Is LangChain Coding d9Us gitir
050 Installation Coding BPBv gitir
051 Chat Models Coding qoyI gitir
052 Chat Prompt Templates Coding kyXn gitir
053 Streaming Coding DWJu gitir
054 Output Parsers Coding YzIG gitir
055 Summarizing Large Amounts of Text Coding ofCZ gitir
056 Document Loaders Text Splitting Creating LangChain Documents Coding bhJz gitir
057 Tagging Documents Coding CAIz gitir
058 Tracing with LangSmith Coding kH6r gitir
059 LangChain Hub LangSmith Coding ifou gitir
060 LCEL The Runnable Protocol Coding uK7j gitir
061 LCEL Chat Models itemgetter RAG Coding ZW5K gitir
062 LCEL Chat Message History Memory Coding wfbp gitir
063 LCEL Creating Multiple Chains Coding BCMR gitir
064 LCEL Conditional Logic Branching Merging Coding HtB7 gitir
065 Using JSON Mode with LangChain Coding JIQM gitir
066 Exercise Using JSON Mode with LangChain Coding m1tr gitir
067 LCEL with JSON Mode Coding Gxur gitir
068 LCEL with OpenAI Functions JSON mode Coding 51Fv gitir
069 Exercise LCEL with OpenAI Functions JSON mode Coding 5tAm gitir
070 LangChain Vector Databases the Indexing API Coding e296 gitir
071 LCEL Configurable Fields Coding CfN7 gitir
072 LangChain Agents Tools Coding ix3a gitir
073 Introduction To LangGraph Coding vCnu gitir
074 Simple LangGraph Flows Coding wJGm gitir
075 Tool Usage and Persistence Coding BseM gitir
076 Human In The Loop Coding BcRH gitir
077 Manually Updating The State Coding aeUv gitir
078 Customizing State in LangGraph Coding K2zx gitir
079 Time Travel Coding LqTP gitir
080 RAG in LangGraph Self Corrective RAG NiJN gitir
081 Extra Content To Explore In Your Own Time Advanced Branching Subgraphs Coding Hlp6 gitir
082 Chain of Thought zLBm gitir
083 Emotion Prompting mlDY gitir
084 Role Prompting M8Yy gitir
085 In Context Learning 1jxR gitir
086 Self Consistency Sampling oWZA gitir
087 What are Evals 4gkz gitir
088 Prompt Testing in GSheets without code Z9kU gitir
089 LLM Image Model Performance Advanced Evaluation Strategies Coding SJYW gitir
090 Eval for a RAG system doEU gitir
091 Prompt Optimization with DSPy Coding fvyp gitir
092 Eval metrics with DSPy Coding cQCB gitir
093 1 Prompt Optimization 5 Principles of Prompting Coding 15cq gitir
094 2 Prompt Optimization Advanced Coding RrfB gitir
095 Sammo Introduction Pn9z gitir
096 Sammo Metaprompting 3oc4 gitir
097 Sammo Testing and Optimization xC7g gitir
098 Tell me a funny joke EznW gitir
099 Create an Entire Ebook 1ODu gitir
100 SEO Blog Articles kjQX gitir
101 Thought Leadership Posts 53P0 gitir
102 Summarizing Text Coding GHvZ gitir
103 Summarizing An Entire Book Coding lxMW gitir
104 Review Classification Coding BYzR gitir
105 AI Blog Post Generation Coding LbvM gitir
106 Text To Speech using OpenAI Coding mnYv gitir
107 Using LangChain Llama3 Locally with LMStudio Coding BA96 gitir
108 Transcribing audio from a Youtube Video Coding nGIp gitir
109 Fine Tuning on Writing Style Coding qPan gitir
110 Adcopy Writing Coding bqWj gitir
111 Social Media Posting Coding bkWH gitir
112 Reverse Engineering a Publication Coding GgXa gitir
113 Building a GPT wrapper with Flask and HTMX Coding SL57 gitir
114 Qualitative Analysis Coding aw5r gitir
115 Claim Detection Coding Ceu8 gitir
116 Summarize a news story 5gyT gitir
117 Write a PRD CK0r gitir
118 OpenAI Realtime Twilio Example oApR gitir
119 Style Modifiers QgRJ gitir
120 Quality Boosters FTE9 gitir
121 Negative Prompts jCik gitir
122 Weighted Terms t3WH gitir
123 Prompt Rewriting haiU gitir
124 Inpainting ohqz gitir
125 Outpainting FdWl gitir
126 Realistic Models 9IcK gitir
127 Consistent Characters IDbU gitir
128 Midjourney Outpainting Zoom Out Pan 5Fng gitir
129 Midjourney Inpainting Vary Region IiOO gitir
130 Meme Unbundling MvtX gitir
131 Meme Mapping UWFl gitir
132 Permutations Prompts RSti gitir
133 Prompt Reverse Engineering 4844 gitir
134 Prompt Token Analysis TIBq gitir
135 AUTOMATIC1111 Requires Automatic1111 pc1k gitir
136 X Y Z Prompt Grids Requires Automatic1111 us69 gitir
137 Advanced Inpainting Requires Automatic1111 3DvL gitir
138 ControlNet Requires Automatic1111 z2Cq gitir
139 ControlNet Inpainting Requires Automatic1111 J41H gitir
140 Segment Anything Requires Automatic1111 40Kq gitir
141 Textual Inversion Coding rDnF gitir
142 Dreambooth Coding c2zk gitir
143 Migrating to Stable Diffusion XL in AUTOMATIC1111 Coding gt5S gitir
144 Comfy UI Gh5I gitir
145 Beta Anthropic Computer Use Example wi1W gitir
146 AI Custom Illustrations T64G gitir
147 Making a Brand Logo oI4k gitir
148 AI Stock Photos Gyik gitir
149 Runway Creating b roll footage U8wA gitir
150 Product Placement Coding 4KAZ gitir
151 Tagging Ad Creative Coding DYia gitir
152 AI Profile Picture Coding 4uPK gitir
153 What is ChatGPT t1Sa gitir
154 Prompting ChatGPT VuW9 gitir
155 ChatGPT Capabilities and Limitations N7eA gitir
156 ChatGPT Shortcuts twQd gitir
157 ChatGPT Custom Instructions Lpvj gitir
158 ChatGPT DALL E 3 mn7q gitir
159 ChatGPT Code Execution DALLE GPTs Web Browsing Functionality eAwi gitir
160 ChatGPT GPT V Vision yV7G gitir
161 ChatGPT Interactive Tables GEaN gitir
162 ChatGPT Canvas gXQx gitir
163 ChatGPT Desktop Application MacOS only eug6 gitir
164 GPT Store Building Custom GPTs Coding MafF gitir
165 ChatGPT Search UbPL gitir
166 What is GPT 4 e79u gitir
167 Prompting GPT 4 kiB9 gitir
168 GPT 4 Capabilities and Limitations FlSS gitir
169 What is Midjourney NI2J gitir
170 Prompting Midjourney g8nh gitir
171 Midjourney Capabilities and Limitations hz8I gitir
172 What is Claude m78f gitir
173 Prompting Claude CfTM gitir
174 Claude Projects qFxq gitir
175 Anthropic Workbench dtle gitir
176 What is Stable Diffusion WfBa gitir
177 Prompting Stable Diffusion Coding bdK8 gitir
178 Stable Diffusion Capabilities and Limitations yW7R gitir
179 What is DALL E 3 WR51 gitir
180 Prompting DALL E 3 4IFb gitir
181 DALL E 3 Capabilities and Limitations ChQv gitir
182 What is GitHub Copilot Coding 14Xz gitir
183 Installing Copilot Coding jksi gitir
184 Prompting GitHub Copilot Coding PJxU gitir
185 GitHub Copilot Capabilities and Limitations Coding ft7v gitir
186 Github Copilot Editing Features Coding jinG gitir
187 Github Copilot Chat Custom Prompts 7dSN gitir
188 Vision Prompting Guide Tv4M gitir
189 Automating Product Descriptions via GPT V UGuV gitir
190 Automating UX Landing Page Analysis via GPT V 4sdM gitir
191 Memetic Analysis with GPT V TQV8 gitir
192 Mixture of Experts Aggregator Sxiz gitir
193 Additional Agent Architectures 5sSh gitir
194 What is Google Gemini LdLo gitir
195 What is Meta LLaMA 1RJN gitir
196 Runway ML byej gitir
197 What is Microsoft New Bing czU9 gitir
198 What is Tencent ARC qc1R gitir
199 What is Google Vision EZzZ gitir
200 What is OpenAI Whisper PyxT gitir
201 What is Falcon 6okU gitir
202 Text Generation WebUI Coding 21dx gitir
203 What is Mistral 7B EU9r gitir
204 Testing Open Source Models UtIN gitir
205 What is Flux hTHy gitir
206 Perplexity Search U3QN gitir
207 PromptLayer Jz7k gitir
208 PromptFoo 6vE9 gitir
209 Instructor gs6Z gitir
210 Google NotebookLM FBGJ gitir
211 Groq Cloud ZXE8 gitir
212 Zapier no code sv5S gitir
213 Langwatch oat4 gitir
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The Complete Prompt Engineering for AI Bootcamp (2024)
Course modified date:
26 Dec 2024
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