ZeroToMastery - Prompt Engineering Bootcamp (Working With LLMs) Zero to Mastery (4.2025)

Creation Time	Sept. 14, 2025, 2:46 p.m.
Last Access Time	Oct. 17, 2025, 6:43 a.m.
File Size	9.5 GB
Keywords	Prompt Working 2025 LLMs - Zero Bootcamp to Engineering 4 Mastery ZeroToMastery With
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Total Files	391
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21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/11. Our 3rd Prompt Test (Adding 152 Test Cases + AI Judge) - The Setup.mp4 178.2 MB
8. Section 4 How LLMs Work/5. Inside LLMs.mp4 175.2 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/5. Mechanistic Interpretability - Part 2.mp4 174.9 MB
20. Section 16 Prompt Testing and Model Benchmarks/14. Deep Dive LLMs as a Judge - Biases.mp4 170.6 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/16. Our 4th Prompt Test (Adding Multiple Models) - The Setup.mp4 164.6 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/8. Leaking - Part 2 (Data Leaking).mp4 157.4 MB
20. Section 16 Prompt Testing and Model Benchmarks/13. Evaluating Results - AI Judge.mp4 148.4 MB
20. Section 16 Prompt Testing and Model Benchmarks/9. The Latest MMLU Pro.mp4 142.1 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/3. Many Shot Jailbreaking.mp4 139.3 MB
18. Section 14 Advanced Prompting Techniques/11. Emotional Stimuli - Part 1.mp4 137.3 MB
18. Section 14 Advanced Prompting Techniques/16. ReAct Prompting.mp4 136.3 MB
18. Section 14 Advanced Prompting Techniques/3. Chain of Density Prompting.mp4 134.9 MB
18. Section 14 Advanced Prompting Techniques/23. Tree of Thoughts - Part 4 (ToT via Chaining).mp4 126.8 MB
20. Section 16 Prompt Testing and Model Benchmarks/4. Building a Prompt Test.mp4 126.7 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/5. Prompt Injections - Part 2.mp4 126.4 MB
20. Section 16 Prompt Testing and Model Benchmarks/3. Thinking Like LLMs - Schrodinger's Prompt.mp4 124.1 MB
20. Section 16 Prompt Testing and Model Benchmarks/7. Deep Dive MMLU Benchmark.mp4 120.1 MB
18. Section 14 Advanced Prompting Techniques/6. Prompt Chaining - Programmatic Visualization.mp4 118.6 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/6. Our 1st Prompt Test (Adding Prompts, Metrics + Human Judge) - The Setup.mp4 117.6 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/18. Model Cards Deep Dive.mp4 116.2 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/18. Our 5th Prompt Test (Adding System Messages) - The Setup.mp4 116.0 MB
18. Section 14 Advanced Prompting Techniques/17. ReAct + CoT-SC.mp4 115.2 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/19. Our 5th Prompt Test (Adding System Messages) - The Results.mp4 114.4 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/10. Task 1 Hello World - Your First Website.mp4 112.7 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/17. The Model Card.mp4 107.5 MB
18. Section 14 Advanced Prompting Techniques/7. Exercise Prompt Chaining - Customer Support.mp4 106.1 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/4. Mechanistic Interpretability - Part 1.mp4 105.0 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/13. Thinking Like LLMs - Big vs Small.mp4 104.9 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/6. Scaling Laws - Model Size.mp4 104.8 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/8. Scaling Laws - Training Compute.mp4 100.2 MB
13. Section 9 Guided Project - Create Your Own Career Coach/7. Meet Your Career Coach.mp4 95.2 MB
18. Section 14 Advanced Prompting Techniques/22. Tree of Thoughts - Part 3 (ToT via Code).mp4 94.9 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/17. Our 4th Prompt Test (Adding Multiple Models) - The Results.mp4 94.6 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/7. Our 1st Prompt Test (Adding Prompts, Metrics + Human Judge) - The Results.mp4 93.8 MB
20. Section 16 Prompt Testing and Model Benchmarks/15. Deep Dive LLMs as a Judge - Prompts.mp4 92.4 MB
18. Section 14 Advanced Prompting Techniques/20. Tree of Thoughts - Part 1.mp4 92.0 MB
18. Section 14 Advanced Prompting Techniques/14. Self-Consistency.mp4 90.9 MB
18. Section 14 Advanced Prompting Techniques/19. Applied Prompt Engineering with CRISPR - Part 2.mp4 90.3 MB
14. Section 10 Prompting Fundamentals - The Output/2. Length.mp4 85.9 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/1. Introduction to Guardrails and Jailbreaking.mp4 82.1 MB
18. Section 14 Advanced Prompting Techniques/18. Applied Prompt Engineering with CRISPR - Part 1.mp4 81.9 MB
18. Section 14 Advanced Prompting Techniques/24. Tree of Thoughts - Part 5 (Zero Shot ToT).mp4 81.8 MB
17. Section 13 Open Source Models/3. Battle of the Intelligence Tests.mp4 79.1 MB
20. Section 16 Prompt Testing and Model Benchmarks/12. Evaluating Results - Code Judge.mp4 78.1 MB
2. Section 1 Introduction to Prompt Engineering/5. Applied Prompt Engineering with NASA.mp4 76.4 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/1. Introduction - Through The Looking Glass.mp4 74.9 MB
11. Section 7 Prompting Fundamentals - The Setup/8. Context - Lost in the Middle.mp4 74.8 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/10. Our 2nd Prompt Test (Adding New Prompts + Code Judge) - The Results.mp4 74.7 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/2. Jailbreak! (The DAN Prompt).mp4 74.5 MB
11. Section 7 Prompting Fundamentals - The Setup/7. Context - The Context Window.mp4 72.6 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/7. Leaking - Part 1 (Prompt Leaking).mp4 72.0 MB
8. Section 4 How LLMs Work/9. The Training Process.mp4 70.8 MB
18. Section 14 Advanced Prompting Techniques/2. Auto-Priming.mp4 70.0 MB
18. Section 14 Advanced Prompting Techniques/5. Prompt Chaining.mp4 69.7 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/12. Our 3rd Prompt Test (Adding 152 Test Cases + AI Judge) - The Results.mp4 68.2 MB
20. Section 16 Prompt Testing and Model Benchmarks/17. Thinking Like LLMs - Ex Post Facto Reasoning.mp4 66.2 MB
20. Section 16 Prompt Testing and Model Benchmarks/6. Model Benchmarks.mp4 65.8 MB
11. Section 7 Prompting Fundamentals - The Setup/11. Personas - Tone, Style and Voice.mp4 63.6 MB
20. Section 16 Prompt Testing and Model Benchmarks/1. Introduction to Prompt Testing.mp4 63.5 MB
18. Section 14 Advanced Prompting Techniques/8. Thinking Like LLMs - Dark Magic.mp4 61.8 MB
12. Section 8 Prompting Fundamentals - The Instructions/16. Zero Shot CoT.mp4 60.9 MB
18. Section 14 Advanced Prompting Techniques/10. XML Tags - There's More Than Meets The Eye!.mp4 60.5 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/7. Scaling Laws - Dataset Size.mp4 60.0 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/9. Our 2nd Prompt Test (Adding New Prompts + Code Judge) - The Setup.mp4 58.5 MB
1. Section 0 Introduction/2. Course Introduction.mp4 58.1 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/12. Hallucinations.mp4 57.2 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/2. Applied Prompt Engineering with The Turing Test.mp4 57.2 MB
20. Section 16 Prompt Testing and Model Benchmarks/11. Evaluating Results - Human Judge.mp4 56.5 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/6. Thinking Like LLMs - Multi-Modal Injection.mp4 56.0 MB
8. Section 4 How LLMs Work/6. The Transformer Model.mp4 55.8 MB
2. Section 1 Introduction to Prompt Engineering/2. Why is Prompt Engineering Even a Thing.mp4 54.7 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/1. Here. We. Go!.mp4 54.5 MB
18. Section 14 Advanced Prompting Techniques/13. Emotional Stimuli - Part 3 (But Why).mp4 54.0 MB
20. Section 16 Prompt Testing and Model Benchmarks/5. The Golden Answer.mp4 52.0 MB
13. Section 9 Guided Project - Create Your Own Career Coach/6. The Instructions - Gamify.mp4 51.6 MB
12. Section 8 Prompting Fundamentals - The Instructions/10. One Shot and Few Shot Prompting.mp4 51.1 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/11. Task 2 Python Program - Palindrome Checker.mp4 50.5 MB
17. Section 13 Open Source Models/2. Chatbot Arena Leaderboard.mp4 50.5 MB
13. Section 9 Guided Project - Create Your Own Career Coach/4. The Instructions - Modes.mp4 50.0 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/4. Prompt Injections - Part 1.mp4 49.7 MB
17. Section 13 Open Source Models/1. What Are Open Source LLMs and Why Are They Important.mp4 49.2 MB
11. Section 7 Prompting Fundamentals - The Setup/10. Personas and Roles.mp4 48.9 MB
3. Section 2 Choose Your LLM/4. Multi-Modality and Tools in LLMs.mp4 48.4 MB
2. Section 1 Introduction to Prompt Engineering/1. What is Prompt Engineering.mp4 47.0 MB
8. Section 4 How LLMs Work/13. Artificial General Intelligence (AGI).mp4 45.8 MB
8. Section 4 How LLMs Work/15. The World of LLMs.mp4 45.4 MB
2. Section 1 Introduction to Prompt Engineering/4. Applied Prompt Engineering.mp4 44.8 MB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/3. Temperature.mp4 44.0 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/9. Exposure.mp4 42.3 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/4. Our Prompt Testing Framework.mp4 42.3 MB
11. Section 7 Prompting Fundamentals - The Setup/14. Custom Instructions.mp4 41.7 MB
18. Section 14 Advanced Prompting Techniques/4. Prompt Variables.mp4 40.2 MB
12. Section 8 Prompting Fundamentals - The Instructions/3. Delimiters.mp4 40.1 MB
20. Section 16 Prompt Testing and Model Benchmarks/2. The Importance of Prompt Testing.mp4 39.8 MB
12. Section 8 Prompting Fundamentals - The Instructions/5. X-Y Problem.mp4 39.5 MB
13. Section 9 Guided Project - Create Your Own Career Coach/1. Career Coach Ideation.mp4 39.0 MB
12. Section 8 Prompting Fundamentals - The Instructions/15. Chain-of-Thought Prompting - Part 2.mp4 38.8 MB
11. Section 7 Prompting Fundamentals - The Setup/6. Context - What it Is.mp4 37.8 MB
8. Section 4 How LLMs Work/1. Introduction to LLMs.mp4 36.4 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/7. Building Our Snake Game - Part 2.mp4 36.3 MB
20. Section 16 Prompt Testing and Model Benchmarks/8. Prompt Tests vs. Model Benchmarks.mp4 35.8 MB
18. Section 14 Advanced Prompting Techniques/21. Tree of Thoughts - Part 2.mp4 35.3 MB
12. Section 8 Prompting Fundamentals - The Instructions/14. Chain-of-Thought Prompting - Part 1.mp4 34.8 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/11. Toxicity.mp4 34.6 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/10. Poisoning.mp4 33.6 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/20. Do You Realize What Just Happened.mp4 33.4 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/2. Introduction to PromptFoo.mp4 33.3 MB
8. Section 4 How LLMs Work/11. Thinking Like LLMs - The Reversal Curse.mp4 32.8 MB
10. Section 6 Our Prompting Framework/4. Exercise Get Hyped to Learn!.mp4 32.4 MB
11. Section 7 Prompting Fundamentals - The Setup/3. The System Message - Part 2.mp4 32.1 MB
12. Section 8 Prompting Fundamentals - The Instructions/13. Thinking Like LLMs - But Wait.mp4 31.7 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/6. Building Our Snake Game - Part 1.mp4 31.6 MB
10. Section 6 Our Prompting Framework/2. The Standard Prompt.mp4 31.2 MB
17. Section 13 Open Source Models/10. Setting Up Your Own Model - Part 2.mp4 31.2 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/3. Important Point #1 - Fundamental Truths About LLMs.mp4 30.8 MB
2. Section 1 Introduction to Prompt Engineering/6. Why is Prompt Engineering Important to You.mp4 30.3 MB
12. Section 8 Prompting Fundamentals - The Instructions/2. Be Clear and Specific.mp4 29.4 MB
18. Section 14 Advanced Prompting Techniques/12. Emotional Stimuli - Part 2.mp4 28.8 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/14. Challenge Conduct Your Own Mechanistic Interpretability Research on Hallucinations.mp4 26.9 MB
8. Section 4 How LLMs Work/14. Exercise Use ChatGPT to Read the Research.mp4 26.7 MB
8. Section 4 How LLMs Work/10. Base Model vs. Assistant Model.mp4 26.2 MB
14. Section 10 Prompting Fundamentals - The Output/5. Exercise Make a Flowchart.mp4 25.9 MB
12. Section 8 Prompting Fundamentals - The Instructions/11. Language Models Are Few-Shot Learners.mp4 24.8 MB
14. Section 10 Prompting Fundamentals - The Output/3. Formats.mp4 24.5 MB
3. Section 2 Choose Your LLM/1. What I'm Using - Part 1.mp4 24.2 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/7. Launching Your Autonomous Agent - Part 1.mp4 23.1 MB
13. Section 9 Guided Project - Create Your Own Career Coach/5. The Instructions - Chain of Thought.mp4 22.5 MB
11. Section 7 Prompting Fundamentals - The Setup/16. Thinking Like LLMs - Can GPT Keep a Secret.mp4 22.0 MB
12. Section 8 Prompting Fundamentals - The Instructions/4. Exercise Identify Delimiters.mp4 21.9 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/5. The First Try.mp4 21.1 MB
11. Section 7 Prompting Fundamentals - The Setup/2. The System Message - Part 1.mp4 21.0 MB
8. Section 4 How LLMs Work/4. Thinking Like LLMs - Roll a Dice.mp4 20.9 MB
8. Section 4 How LLMs Work/3. Word Guessing Machines.mp4 20.8 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/9. It's Aliiiiiive! Running Your Autonomous Agent.mp4 20.5 MB
10. Section 6 Our Prompting Framework/1. Overview of Our Prompting Framework.mp4 20.1 MB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/5. Frequency and Presence Penalties.mp4 20.0 MB
5. Claude Setup/1. Getting Started with Claude.mp4 19.8 MB
12. Section 8 Prompting Fundamentals - The Instructions/17. Exercise Imposter Syndrome.mp4 18.7 MB
12. Section 8 Prompting Fundamentals - The Instructions/12. How Many Examples.mp4 17.9 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/2. Setting Up Your Replit Account.mp4 17.2 MB
11. Section 7 Prompting Fundamentals - The Setup/4. Exercise Strengthen Your System Message.mp4 16.4 MB
8. Section 4 How LLMs Work/2. Tokens.mp4 15.8 MB
17. Section 13 Open Source Models/9. Setting Up Your Own Model - Part 1.mp4 15.4 MB
13. Section 9 Guided Project - Create Your Own Career Coach/3. The Setup - Context and Commands.mp4 15.0 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/6. Setup Demo Installing Docker.mp4 15.0 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/1. Project Introduction.mp4 14.9 MB
14. Section 10 Prompting Fundamentals - The Output/4. Exercise Output an Excel File.mp4 14.9 MB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/4. Top P.mp4 14.8 MB
12. Section 8 Prompting Fundamentals - The Instructions/1. The User Message.mp4 14.7 MB
4. ChatGPT Setup/2. The Basics of ChatGPT.mp4 14.3 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/4. Setup Demo Getting Your API Key.mp4 14.2 MB
13. Section 9 Guided Project - Create Your Own Career Coach/2. The Setup - Persona.mp4 14.1 MB
8. Section 4 How LLMs Work/8. Exercise Visualize the LLM Architecture.mp4 12.8 MB
12. Section 8 Prompting Fundamentals - The Instructions/9. Zero Shot Prompting.mp4 12.3 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/4. Important Point #2 - Models are Non-Deterministic.mp4 12.1 MB
3. Section 2 Choose Your LLM/2. What I'm Using - Part 2 (OpenAI Playground).mp4 12.0 MB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/6. Stop Sequences.mp4 12.0 MB
1. Section 0 Introduction/1. Learn To Work With LLMs with Scott Kerr.mp4 11.3 MB
14. Section 10 Prompting Fundamentals - The Output/1. The Output.mp4 10.8 MB
2. Section 1 Introduction to Prompt Engineering/3. Breaking GPT.mp4 10.6 MB
11. Section 7 Prompting Fundamentals - The Setup/19. Exercise Get ChatGPT to Spill the Tea - Part 3.mp4 10.6 MB
17. Section 13 Open Source Models/8. Introduction to LMStudio.mp4 10.0 MB
18. Section 14 Advanced Prompting Techniques/1. Introduction.mp4 9.9 MB
24. Where To Go From Here/2. Thank You!.mp4 9.3 MB
17. Section 13 Open Source Models/5. Exercise Create Your Own Test Prompt (Totem).mp4 8.7 MB
12. Section 8 Prompting Fundamentals - The Instructions/8. In-Context Training.mp4 8.1 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/8. Launching Your Autonomous Agent - Part 2.mp4 7.5 MB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/1. Introduction to Hyperparameters and the OpenAI Playground.mp4 7.4 MB
11. Section 7 Prompting Fundamentals - The Setup/1. The Setup.mp4 7.0 MB
4. ChatGPT Setup/1. Getting Started with ChatGPT.mp4 5.9 MB
4. ChatGPT Setup/3. ChatGPT App.mp4 5.9 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/5. Setup Demo Downloading AutoGPT.mp4 5.5 MB
11. Section 7 Prompting Fundamentals - The Setup/18. Exercise Get ChatGPT to Spill the Tea - Part 2.mp4 4.5 MB
11. Section 7 Prompting Fundamentals - The Setup/17. Exercise Get ChatGPT to Spill the Tea - Part 1.mp4 3.8 MB
4. ChatGPT Setup/4. Optional ChatGPT Plus.mp4 3.4 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/12. Task 3 Initialize Your Own Task.html 224.1 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/3. Setup Instructions.html 216.4 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/1. Project Introduction.html 214.6 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/2. A Quick Note.html 214.5 KB
24. Where To Go From Here/7. LinkedIn Endorsements.html 213.5 KB
24. Where To Go From Here/6. ZTM Events Every Month.html 210.9 KB
24. Where To Go From Here/5. Learning Guideline.html 209.9 KB
24. Where To Go From Here/4. Become An Alumni.html 209.0 KB
24. Where To Go From Here/3. Review This Course!.html 208.1 KB
24. Where To Go From Here/1. What's Next.html 207.2 KB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/9. Exercise Current AI Trends.html 206.7 KB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/10. Homework Situational Awareness - The Decade Ahead.html 206.5 KB
22. Section 18 Challenge - Become an AI Researcher! (Develop Your Own Prompting Technique)/1. You Can Wait...Or You Can Get Started Now!.html 200.2 KB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/3. Homework Ex Machina.html 199.6 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/14. Exercise Explore Metrics (Assertions) in the PromptFoo Documentation.html 191.6 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/15. Exercise Use Your Mini-Benchmark (Totem Benchmark)!.html 191.1 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/13. Optional Exercise Practice Converting Another MMLU Dataset.html 190.9 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/8. Housekeeping Matters.html 184.9 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/5. Warning!.html 183.6 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/3. Same As The Pros!.html 179.8 KB
20. Section 16 Prompt Testing and Model Benchmarks/16. LLM Judge Leaderboard.html 176.2 KB
20. Section 16 Prompt Testing and Model Benchmarks/10. Exercise Create Your Own Mini-Benchmark (Totem Benchmark)!.html 173.2 KB
2. Section 1 Introduction to Prompt Engineering/7.6. The Latest Am I Wrong.jpg 163.9 KB
19. Section 15 Challenge - Build Your Third Game (Flappy Bird)/1. Challenge Instructions.html 162.8 KB
19. Section 15 Challenge - Build Your Third Game (Flappy Bird)/2. The Flappy Bird Hall of Fame.html 162.0 KB
18. Section 14 Advanced Prompting Techniques/15. Exercise Implement the Self-Consistency Technique.html 151.5 KB
18. Section 14 Advanced Prompting Techniques/9. Exercise Use Your Magic Powers.html 146.6 KB
17. Section 13 Open Source Models/11. Exercise Explore the Guardrails.html 136.8 KB
17. Section 13 Open Source Models/7. The Latest - The Best Open Source Model.html 133.7 KB
17. Section 13 Open Source Models/6. My Totem Prompt.html 133.6 KB
2. Section 1 Introduction to Prompt Engineering/7.2. The Latest Am I Wrong.jpg 133.5 KB
17. Section 13 Open Source Models/4. Exercise Test The Models With Your Specific Use-Case.html 130.3 KB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/2. Note Setting Up Your Playground.html 122.3 KB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/19. Exercise Explore the Model Card for GPT-o3-mini and Learn Something New!.html 121.1 KB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/15. Challenge Instructions.html 118.6 KB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/16. Leaderboard Mechanistic Interpretability.html 117.9 KB
2. Section 1 Introduction to Prompt Engineering/7.3. The Latest Am I Wrong.jpg 116.1 KB
11. Section 7 Prompting Fundamentals - The Setup/13.1. Exercise Write a Movie Scene.jpg 111.3 KB
13. Section 9 Guided Project - Create Your Own Career Coach/8. Exercise Customize Your Career Coach.html 100.3 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/3.1. Same As The Pros!.jpg 89.2 KB
12. Section 8 Prompting Fundamentals - The Instructions/7. Solution Identify X.html 83.8 KB
12. Section 8 Prompting Fundamentals - The Instructions/6. Exercise Identify X.html 82.9 KB
11. Section 7 Prompting Fundamentals - The Setup/22. Case Study Moderna's Use of ChatGPT.html 75.1 KB
11. Section 7 Prompting Fundamentals - The Setup/23. Course Check-In.html 74.7 KB
11. Section 7 Prompting Fundamentals - The Setup/21. Exercise Stump Me!.html 73.5 KB
3. Section 2 Choose Your LLM/3.2. Optional Setting Up Your Playground.jpg 72.6 KB
11. Section 7 Prompting Fundamentals - The Setup/20. Exercise Test Techniques for Securing Secrets.html 72.5 KB
11. Section 7 Prompting Fundamentals - The Setup/15. The System Message for Custom Instructions.html 68.5 KB
11. Section 7 Prompting Fundamentals - The Setup/13. Exercise Write a Movie Scene.html 67.7 KB
3. Section 2 Choose Your LLM/3.5. Optional Setting Up Your Playground.jpg 66.5 KB
11. Section 7 Prompting Fundamentals - The Setup/12. Exercise Talk To Your Hero.html 65.7 KB
11. Section 7 Prompting Fundamentals - The Setup/9. The Latest Gemini 1.5's Context Window.html 62.2 KB
11. Section 7 Prompting Fundamentals - The Setup/5. Claude 3's System Message.html 60.4 KB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/15.1. Challenge Instructions.jpg 57.1 KB
2. Section 1 Introduction to Prompt Engineering/7.1. The Latest Am I Wrong.jpg 56.1 KB
10. Section 6 Our Prompting Framework/3. Prompt Library.html 53.2 KB
9. Section 5 Challenge - Build Your Second Game (Tic Tac Toe with AI opponent)/1. Challenge Instructions.html 52.5 KB
8. Section 4 How LLMs Work/16. Implement a New Life System.html 48.6 KB
8. Section 4 How LLMs Work/12. Exercise The Reversal Curse.html 47.5 KB
3. Section 2 Choose Your LLM/3.4. Optional Setting Up Your Playground.jpg 45.5 KB
8. Section 4 How LLMs Work/7. GPT Meaning.html 40.4 KB
3. Section 2 Choose Your LLM/3.3. Optional Setting Up Your Playground.jpg 36.5 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/3.1. Setup Instructions.jpg 35.3 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/8. Exercise Make It Prettier!.html 35.1 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/9. Unlimited Updates.html 33.8 KB
18. Section 14 Advanced Prompting Techniques/23. Tree of Thoughts - Part 4 (ToT via Chaining).srt 31.4 KB
3. Section 2 Choose Your LLM/3.1. Optional Setting Up Your Playground.jpg 30.6 KB
3. Section 2 Choose Your LLM/5.1. Choose Your LLM!.jpg 29.7 KB
8. Section 4 How LLMs Work/5. Inside LLMs.srt 29.4 KB
18. Section 14 Advanced Prompting Techniques/7. Exercise Prompt Chaining - Customer Support.srt 26.7 KB
6. Open Source Option Llama Setup/1. Getting Started with Llama.html 26.3 KB
13. Section 9 Guided Project - Create Your Own Career Coach/7. Meet Your Career Coach.srt 26.1 KB
18. Section 14 Advanced Prompting Techniques/11. Emotional Stimuli - Part 1.srt 25.5 KB
18. Section 14 Advanced Prompting Techniques/6. Prompt Chaining - Programmatic Visualization.srt 25.4 KB
3. Section 2 Choose Your LLM/5. Choose Your LLM!.html 24.8 KB
3. Section 2 Choose Your LLM/3. Optional Setting Up Your Playground.html 24.2 KB
20. Section 16 Prompt Testing and Model Benchmarks/9. The Latest MMLU Pro.srt 23.9 KB
18. Section 14 Advanced Prompting Techniques/3. Chain of Density Prompting.srt 23.3 KB
18. Section 14 Advanced Prompting Techniques/16. ReAct Prompting.srt 23.3 KB
18. Section 14 Advanced Prompting Techniques/17. ReAct + CoT-SC.srt 22.4 KB
20. Section 16 Prompt Testing and Model Benchmarks/3. Thinking Like LLMs - Schrodinger's Prompt.srt 22.0 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/10. Task 1 Hello World - Your First Website.srt 21.2 KB
20. Section 16 Prompt Testing and Model Benchmarks/4. Building a Prompt Test.srt 21.0 KB
18. Section 14 Advanced Prompting Techniques/19. Applied Prompt Engineering with CRISPR - Part 2.srt 20.8 KB
18. Section 14 Advanced Prompting Techniques/14. Self-Consistency.srt 19.4 KB
17. Section 13 Open Source Models/3. Battle of the Intelligence Tests.srt 19.3 KB
18. Section 14 Advanced Prompting Techniques/20. Tree of Thoughts - Part 1.srt 18.8 KB
2. Section 1 Introduction to Prompt Engineering/7.5. The Latest Am I Wrong.jpg 18.2 KB
11. Section 7 Prompting Fundamentals - The Setup/11. Personas - Tone, Style and Voice.srt 18.2 KB
20. Section 16 Prompt Testing and Model Benchmarks/7. Deep Dive MMLU Benchmark.srt 17.6 KB
11. Section 7 Prompting Fundamentals - The Setup/8. Context - Lost in the Middle.srt 17.3 KB
18. Section 14 Advanced Prompting Techniques/18. Applied Prompt Engineering with CRISPR - Part 1.srt 17.3 KB
13. Section 9 Guided Project - Create Your Own Career Coach/4. The Instructions - Modes.srt 17.0 KB
18. Section 14 Advanced Prompting Techniques/2. Auto-Priming.srt 16.7 KB
2. Section 1 Introduction to Prompt Engineering/8.1. Mandatory Homework AlphaGo.jpg 16.4 KB
3. Section 2 Choose Your LLM/4. Multi-Modality and Tools in LLMs.srt 16.2 KB
11. Section 7 Prompting Fundamentals - The Setup/14. Custom Instructions.srt 16.2 KB
20. Section 16 Prompt Testing and Model Benchmarks/6. Model Benchmarks.srt 15.8 KB
2. Section 1 Introduction to Prompt Engineering/7. The Latest Am I Wrong.html 15.8 KB
17. Section 13 Open Source Models/6.1. My Totem Prompt.jpg 15.7 KB
2. Section 1 Introduction to Prompt Engineering/8. Mandatory Homework AlphaGo.html 15.6 KB
14. Section 10 Prompting Fundamentals - The Output/2. Length.srt 15.4 KB
2. Section 1 Introduction to Prompt Engineering/9. Let's Have Some Fun (+ More Resources).html 15.2 KB
20. Section 16 Prompt Testing and Model Benchmarks/12. Evaluating Results - Code Judge.srt 15.2 KB
12. Section 8 Prompting Fundamentals - The Instructions/10. One Shot and Few Shot Prompting.srt 14.9 KB
8. Section 4 How LLMs Work/9. The Training Process.srt 14.4 KB
17. Section 13 Open Source Models/10. Setting Up Your Own Model - Part 2.srt 14.3 KB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/3. Temperature.srt 14.1 KB
11. Section 7 Prompting Fundamentals - The Setup/7. Context - The Context Window.srt 13.7 KB
13. Section 9 Guided Project - Create Your Own Career Coach/6. The Instructions - Gamify.srt 13.6 KB
2. Section 1 Introduction to Prompt Engineering/5. Applied Prompt Engineering with NASA.srt 13.0 KB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/6. Thinking Like LLMs - Multi-Modal Injection.srt 13.0 KB
18. Section 14 Advanced Prompting Techniques/10. XML Tags - There's More Than Meets The Eye!.srt 12.4 KB
18. Section 14 Advanced Prompting Techniques/5. Prompt Chaining.srt 12.3 KB
20. Section 16 Prompt Testing and Model Benchmarks/1. Introduction to Prompt Testing.srt 12.1 KB
18. Section 14 Advanced Prompting Techniques/8. Thinking Like LLMs - Dark Magic.srt 12.1 KB
12. Section 8 Prompting Fundamentals - The Instructions/16. Zero Shot CoT.srt 12.0 KB
17. Section 13 Open Source Models/2. Chatbot Arena Leaderboard.srt 11.6 KB
11. Section 7 Prompting Fundamentals - The Setup/10. Personas and Roles.srt 11.6 KB
2. Section 1 Introduction to Prompt Engineering/2. Why is Prompt Engineering Even a Thing.srt 11.3 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/11. Task 2 Python Program - Palindrome Checker.srt 10.9 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/1.1. Project Introduction.jpg 10.6 KB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/2. Jailbreak! (The DAN Prompt).srt 10.5 KB
8. Section 4 How LLMs Work/6. The Transformer Model.srt 10.3 KB
14. Section 10 Prompting Fundamentals - The Output/3. Formats.srt 10.1 KB
8. Section 4 How LLMs Work/10. Base Model vs. Assistant Model.srt 10.1 KB
20. Section 16 Prompt Testing and Model Benchmarks/5. The Golden Answer.srt 10.0 KB
18. Section 14 Advanced Prompting Techniques/4. Prompt Variables.srt 10.0 KB
18. Section 14 Advanced Prompting Techniques/13. Emotional Stimuli - Part 3 (But Why).srt 9.9 KB
11. Section 7 Prompting Fundamentals - The Setup/4. Exercise Strengthen Your System Message.srt 9.8 KB
17. Section 13 Open Source Models/1. What Are Open Source LLMs and Why Are They Important.srt 9.7 KB
8. Section 4 How LLMs Work/4. Thinking Like LLMs - Roll a Dice.srt 9.4 KB
11. Section 7 Prompting Fundamentals - The Setup/2. The System Message - Part 1.srt 9.4 KB
19. Section 15 Challenge - Build Your Third Game (Flappy Bird)/2.1. The Flappy Bird Hall of Fame.jpg 9.3 KB
1. Section 0 Introduction/2. Course Introduction.srt 9.2 KB
13. Section 9 Guided Project - Create Your Own Career Coach/2. The Setup - Persona.srt 9.0 KB
8. Section 4 How LLMs Work/3. Word Guessing Machines.srt 8.7 KB
13. Section 9 Guided Project - Create Your Own Career Coach/1. Career Coach Ideation.srt 8.6 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/6. Building Our Snake Game - Part 1.srt 8.6 KB
12. Section 8 Prompting Fundamentals - The Instructions/5. X-Y Problem.srt 8.6 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/7. Building Our Snake Game - Part 2.srt 8.6 KB
2. Section 1 Introduction to Prompt Engineering/1. What is Prompt Engineering.srt 8.6 KB
13. Section 9 Guided Project - Create Your Own Career Coach/3. The Setup - Context and Commands.srt 8.4 KB
8. Section 4 How LLMs Work/15. The World of LLMs.srt 8.4 KB
11. Section 7 Prompting Fundamentals - The Setup/3. The System Message - Part 2.srt 8.3 KB
8. Section 4 How LLMs Work/1. Introduction to LLMs.srt 8.3 KB
12. Section 8 Prompting Fundamentals - The Instructions/3. Delimiters.srt 7.8 KB
11. Section 7 Prompting Fundamentals - The Setup/16. Thinking Like LLMs - Can GPT Keep a Secret.srt 7.6 KB
12. Section 8 Prompting Fundamentals - The Instructions/14. Chain-of-Thought Prompting - Part 1.srt 7.6 KB
12. Section 8 Prompting Fundamentals - The Instructions/15. Chain-of-Thought Prompting - Part 2.srt 7.4 KB
2. Section 1 Introduction to Prompt Engineering/7.7. The Latest Am I Wrong.jpg 7.4 KB
8. Section 4 How LLMs Work/11. Thinking Like LLMs - The Reversal Curse.srt 7.3 KB
12. Section 8 Prompting Fundamentals - The Instructions/13. Thinking Like LLMs - But Wait.srt 7.3 KB
8. Section 4 How LLMs Work/2. Tokens.srt 7.2 KB
11. Section 7 Prompting Fundamentals - The Setup/6. Context - What it Is.srt 7.1 KB
8. Section 4 How LLMs Work/13. Artificial General Intelligence (AGI).srt 7.0 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/2. Setting Up Your Replit Account.srt 6.9 KB
1. Section 0 Introduction/6. Set Your Learning Streak Goal.html 6.9 KB
18. Section 14 Advanced Prompting Techniques/12. Emotional Stimuli - Part 2.srt 6.8 KB
20. Section 16 Prompt Testing and Model Benchmarks/8. Prompt Tests vs. Model Benchmarks.srt 6.8 KB
2. Section 1 Introduction to Prompt Engineering/4. Applied Prompt Engineering.srt 6.6 KB
5. Claude Setup/1. Getting Started with Claude.srt 6.6 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/9. It's Aliiiiiive! Running Your Autonomous Agent.srt 6.5 KB
10. Section 6 Our Prompting Framework/2. The Standard Prompt.srt 6.5 KB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/6. Stop Sequences.srt 6.5 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/5. The First Try.srt 6.4 KB
3. Section 2 Choose Your LLM/2. What I'm Using - Part 2 (OpenAI Playground).srt 6.4 KB
8. Section 4 How LLMs Work/14. Exercise Use ChatGPT to Read the Research.srt 6.4 KB
20. Section 16 Prompt Testing and Model Benchmarks/2. The Importance of Prompt Testing.srt 6.1 KB
12. Section 8 Prompting Fundamentals - The Instructions/2. Be Clear and Specific.srt 6.1 KB
11. Section 7 Prompting Fundamentals - The Setup/19. Exercise Get ChatGPT to Spill the Tea - Part 3.srt 6.0 KB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/5. Frequency and Presence Penalties.srt 6.0 KB
1. Section 0 Introduction/5. ZTM Plugin + Understanding Your Video Player.html 6.0 KB
13. Section 9 Guided Project - Create Your Own Career Coach/5. The Instructions - Chain of Thought.srt 5.9 KB
18. Section 14 Advanced Prompting Techniques/21. Tree of Thoughts - Part 2.srt 5.9 KB
2. Section 1 Introduction to Prompt Engineering/6. Why is Prompt Engineering Important to You.srt 5.7 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/6. Setup Demo Installing Docker.srt 5.6 KB
10. Section 6 Our Prompting Framework/1. Overview of Our Prompting Framework.srt 5.6 KB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/4. Top P.srt 5.6 KB
1. Section 0 Introduction/4. Exercise Meet Your Classmates and Instructor.html 5.3 KB
2. Section 1 Introduction to Prompt Engineering/3. Breaking GPT.srt 5.2 KB
14. Section 10 Prompting Fundamentals - The Output/5. Exercise Make a Flowchart.srt 5.2 KB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/1. Introduction to Hyperparameters and the OpenAI Playground.srt 4.9 KB
12. Section 8 Prompting Fundamentals - The Instructions/11. Language Models Are Few-Shot Learners.srt 4.9 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/7. Launching Your Autonomous Agent - Part 1.srt 4.8 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/8.1. Housekeeping Matters.jpg 4.8 KB
8. Section 4 How LLMs Work/8. Exercise Visualize the LLM Architecture.srt 4.6 KB
12. Section 8 Prompting Fundamentals - The Instructions/17. Exercise Imposter Syndrome.srt 4.6 KB
12. Section 8 Prompting Fundamentals - The Instructions/4. Exercise Identify Delimiters.srt 4.5 KB
10. Section 6 Our Prompting Framework/4. Exercise Get Hyped to Learn!.srt 4.5 KB
1. Section 0 Introduction/3. Course Resources + Handbook.html 4.4 KB
4. ChatGPT Setup/2. The Basics of ChatGPT.srt 4.1 KB
17. Section 13 Open Source Models/9. Setting Up Your Own Model - Part 1.srt 3.7 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/4. Setup Demo Getting Your API Key.srt 3.6 KB
17. Section 13 Open Source Models/8. Introduction to LMStudio.srt 3.5 KB
14. Section 10 Prompting Fundamentals - The Output/4. Exercise Output an Excel File.srt 3.3 KB
2. Section 1 Introduction to Prompt Engineering/7.4. The Latest Am I Wrong.jpg 3.3 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/1. Project Introduction.srt 3.1 KB
12. Section 8 Prompting Fundamentals - The Instructions/12. How Many Examples.srt 3.0 KB
4. ChatGPT Setup/4. Optional ChatGPT Plus.srt 3.0 KB
12. Section 8 Prompting Fundamentals - The Instructions/1. The User Message.srt 2.8 KB
12. Section 8 Prompting Fundamentals - The Instructions/9. Zero Shot Prompting.srt 2.7 KB
11. Section 7 Prompting Fundamentals - The Setup/18. Exercise Get ChatGPT to Spill the Tea - Part 2.srt 2.6 KB
14. Section 10 Prompting Fundamentals - The Output/1. The Output.srt 2.6 KB
11. Section 7 Prompting Fundamentals - The Setup/17. Exercise Get ChatGPT to Spill the Tea - Part 1.srt 2.4 KB
17. Section 13 Open Source Models/5. Exercise Create Your Own Test Prompt (Totem).srt 2.2 KB
4. ChatGPT Setup/1. Getting Started with ChatGPT.srt 2.2 KB
3. Section 2 Choose Your LLM/1. What I'm Using - Part 1.srt 2.1 KB
24. Where To Go From Here/2. Thank You!.srt 2.0 KB
4. ChatGPT Setup/3. ChatGPT App.srt 1.9 KB
18. Section 14 Advanced Prompting Techniques/1. Introduction.srt 1.9 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/5. Setup Demo Downloading AutoGPT.srt 1.6 KB
12. Section 8 Prompting Fundamentals - The Instructions/8. In-Context Training.srt 1.5 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/8. Launching Your Autonomous Agent - Part 2.srt 1.5 KB
1. Section 0 Introduction/1. Learn To Work With LLMs with Scott Kerr.srt 1.5 KB
11. Section 7 Prompting Fundamentals - The Setup/1. The Setup.srt 1.3 KB

ZeroToMastery - Prompt Engineering Bootcamp (Working With LLMs) Zero to Mastery (4.2025)

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