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ZeroToMastery - Prompt Engineering Bootcamp (Working With LLMs) Zero to Mastery (4.2025)
大小 9.46 GB
文件数 391
Info Hash: 71A668FCD8CFC43F01BA282C122A619179EA1EE2
收录时间 2025-12-26 02:22:28
更新时间 2025-12-26 02:22:28
文件列表 (391)
1. Section 0 Introduction/1. Learn To Work With LLMs with Scott Kerr.mp4
11.27 MB
1. Section 0 Introduction/1. Learn To Work With LLMs with Scott Kerr.srt
1.48 KB
1. Section 0 Introduction/2. Course Introduction.mp4
58.05 MB
1. Section 0 Introduction/2. Course Introduction.srt
9.21 KB
1. Section 0 Introduction/3. Course Resources + Handbook.html
4.41 KB
1. Section 0 Introduction/4. Exercise Meet Your Classmates and Instructor.html
5.3 KB
1. Section 0 Introduction/5. ZTM Plugin + Understanding Your Video Player.html
5.96 KB
1. Section 0 Introduction/6. Set Your Learning Streak Goal.html
6.86 KB
10. Section 6 Our Prompting Framework/1. Overview of Our Prompting Framework.mp4
20.13 MB
10. Section 6 Our Prompting Framework/1. Overview of Our Prompting Framework.srt
5.61 KB
10. Section 6 Our Prompting Framework/2. The Standard Prompt.mp4
31.24 MB
10. Section 6 Our Prompting Framework/2. The Standard Prompt.srt
6.5 KB
10. Section 6 Our Prompting Framework/3. Prompt Library.html
53.19 KB
10. Section 6 Our Prompting Framework/4. Exercise Get Hyped to Learn!.mp4
32.39 MB
10. Section 6 Our Prompting Framework/4. Exercise Get Hyped to Learn!.srt
4.46 KB
11. Section 7 Prompting Fundamentals - The Setup/1. The Setup.mp4
7.01 MB
11. Section 7 Prompting Fundamentals - The Setup/1. The Setup.srt
1.28 KB
11. Section 7 Prompting Fundamentals - The Setup/10. Personas and Roles.mp4
48.91 MB
11. Section 7 Prompting Fundamentals - The Setup/10. Personas and Roles.srt
11.56 KB
11. Section 7 Prompting Fundamentals - The Setup/11. Personas - Tone, Style and Voice.mp4
63.6 MB
11. Section 7 Prompting Fundamentals - The Setup/11. Personas - Tone, Style and Voice.srt
18.17 KB
11. Section 7 Prompting Fundamentals - The Setup/12. Exercise Talk To Your Hero.html
65.74 KB
11. Section 7 Prompting Fundamentals - The Setup/13. Exercise Write a Movie Scene.html
67.66 KB
11. Section 7 Prompting Fundamentals - The Setup/13.1. Exercise Write a Movie Scene.jpg
111.29 KB
11. Section 7 Prompting Fundamentals - The Setup/14. Custom Instructions.mp4
41.74 MB
11. Section 7 Prompting Fundamentals - The Setup/14. Custom Instructions.srt
16.16 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/16. Thinking Like LLMs - Can GPT Keep a Secret.mp4
22.02 MB
11. Section 7 Prompting Fundamentals - The Setup/16. Thinking Like LLMs - Can GPT Keep a Secret.srt
7.64 KB
11. Section 7 Prompting Fundamentals - The Setup/17. Exercise Get ChatGPT to Spill the Tea - Part 1.mp4
3.78 MB
11. Section 7 Prompting Fundamentals - The Setup/17. Exercise Get ChatGPT to Spill the Tea - Part 1.srt
2.45 KB
11. Section 7 Prompting Fundamentals - The Setup/18. Exercise Get ChatGPT to Spill the Tea - Part 2.mp4
4.45 MB
11. Section 7 Prompting Fundamentals - The Setup/18. Exercise Get ChatGPT to Spill the Tea - Part 2.srt
2.6 KB
11. Section 7 Prompting Fundamentals - The Setup/19. Exercise Get ChatGPT to Spill the Tea - Part 3.mp4
10.61 MB
11. Section 7 Prompting Fundamentals - The Setup/19. Exercise Get ChatGPT to Spill the Tea - Part 3.srt
6.03 KB
11. Section 7 Prompting Fundamentals - The Setup/2. The System Message - Part 1.mp4
20.97 MB
11. Section 7 Prompting Fundamentals - The Setup/2. The System Message - Part 1.srt
9.35 KB
11. Section 7 Prompting Fundamentals - The Setup/20. Exercise Test Techniques for Securing Secrets.html
72.53 KB
11. Section 7 Prompting Fundamentals - The Setup/21. Exercise Stump Me!.html
73.51 KB
11. Section 7 Prompting Fundamentals - The Setup/22. Case Study Moderna's Use of ChatGPT.html
75.12 KB
11. Section 7 Prompting Fundamentals - The Setup/23. Course Check-In.html
74.67 KB
11. Section 7 Prompting Fundamentals - The Setup/3. The System Message - Part 2.mp4
32.13 MB
11. Section 7 Prompting Fundamentals - The Setup/3. The System Message - Part 2.srt
8.32 KB
11. Section 7 Prompting Fundamentals - The Setup/4. Exercise Strengthen Your System Message.mp4
16.42 MB
11. Section 7 Prompting Fundamentals - The Setup/4. Exercise Strengthen Your System Message.srt
9.79 KB
11. Section 7 Prompting Fundamentals - The Setup/5. Claude 3's System Message.html
60.43 KB
11. Section 7 Prompting Fundamentals - The Setup/6. Context - What it Is.mp4
37.83 MB
11. Section 7 Prompting Fundamentals - The Setup/6. Context - What it Is.srt
7.08 KB
11. Section 7 Prompting Fundamentals - The Setup/7. Context - The Context Window.mp4
72.61 MB
11. Section 7 Prompting Fundamentals - The Setup/7. Context - The Context Window.srt
13.66 KB
11. Section 7 Prompting Fundamentals - The Setup/8. Context - Lost in the Middle.mp4
74.8 MB
11. Section 7 Prompting Fundamentals - The Setup/8. Context - Lost in the Middle.srt
17.3 KB
11. Section 7 Prompting Fundamentals - The Setup/9. The Latest Gemini 1.5's Context Window.html
62.16 KB
12. Section 8 Prompting Fundamentals - The Instructions/1. The User Message.mp4
14.69 MB
12. Section 8 Prompting Fundamentals - The Instructions/1. The User Message.srt
2.85 KB
12. Section 8 Prompting Fundamentals - The Instructions/10. One Shot and Few Shot Prompting.mp4
51.14 MB
12. Section 8 Prompting Fundamentals - The Instructions/10. One Shot and Few Shot Prompting.srt
14.86 KB
12. Section 8 Prompting Fundamentals - The Instructions/11. Language Models Are Few-Shot Learners.mp4
24.81 MB
12. Section 8 Prompting Fundamentals - The Instructions/11. Language Models Are Few-Shot Learners.srt
4.92 KB
12. Section 8 Prompting Fundamentals - The Instructions/12. How Many Examples.mp4
17.93 MB
12. Section 8 Prompting Fundamentals - The Instructions/12. How Many Examples.srt
3.02 KB
12. Section 8 Prompting Fundamentals - The Instructions/13. Thinking Like LLMs - But Wait.mp4
31.73 MB
12. Section 8 Prompting Fundamentals - The Instructions/13. Thinking Like LLMs - But Wait.srt
7.29 KB
12. Section 8 Prompting Fundamentals - The Instructions/14. Chain-of-Thought Prompting - Part 1.mp4
34.77 MB
12. Section 8 Prompting Fundamentals - The Instructions/14. Chain-of-Thought Prompting - Part 1.srt
7.58 KB
12. Section 8 Prompting Fundamentals - The Instructions/15. Chain-of-Thought Prompting - Part 2.mp4
38.81 MB
12. Section 8 Prompting Fundamentals - The Instructions/15. Chain-of-Thought Prompting - Part 2.srt
7.44 KB
12. Section 8 Prompting Fundamentals - The Instructions/16. Zero Shot CoT.mp4
60.92 MB
12. Section 8 Prompting Fundamentals - The Instructions/16. Zero Shot CoT.srt
12.02 KB
12. Section 8 Prompting Fundamentals - The Instructions/17. Exercise Imposter Syndrome.mp4
18.66 MB
12. Section 8 Prompting Fundamentals - The Instructions/17. Exercise Imposter Syndrome.srt
4.64 KB
12. Section 8 Prompting Fundamentals - The Instructions/2. Be Clear and Specific.mp4
29.39 MB
12. Section 8 Prompting Fundamentals - The Instructions/2. Be Clear and Specific.srt
6.1 KB
12. Section 8 Prompting Fundamentals - The Instructions/3. Delimiters.mp4
40.13 MB
12. Section 8 Prompting Fundamentals - The Instructions/3. Delimiters.srt
7.78 KB
12. Section 8 Prompting Fundamentals - The Instructions/4. Exercise Identify Delimiters.mp4
21.89 MB
12. Section 8 Prompting Fundamentals - The Instructions/4. Exercise Identify Delimiters.srt
4.52 KB
12. Section 8 Prompting Fundamentals - The Instructions/5. X-Y Problem.mp4
39.49 MB
12. Section 8 Prompting Fundamentals - The Instructions/5. X-Y Problem.srt
8.59 KB
12. Section 8 Prompting Fundamentals - The Instructions/6. Exercise Identify X.html
82.93 KB
12. Section 8 Prompting Fundamentals - The Instructions/7. Solution Identify X.html
83.82 KB
12. Section 8 Prompting Fundamentals - The Instructions/8. In-Context Training.mp4
8.05 MB
12. Section 8 Prompting Fundamentals - The Instructions/8. In-Context Training.srt
1.54 KB
12. Section 8 Prompting Fundamentals - The Instructions/9. Zero Shot Prompting.mp4
12.28 MB
12. Section 8 Prompting Fundamentals - The Instructions/9. Zero Shot Prompting.srt
2.67 KB
13. Section 9 Guided Project - Create Your Own Career Coach/1. Career Coach Ideation.mp4
38.99 MB
13. Section 9 Guided Project - Create Your Own Career Coach/1. Career Coach Ideation.srt
8.64 KB
13. Section 9 Guided Project - Create Your Own Career Coach/2. The Setup - Persona.mp4
14.08 MB
13. Section 9 Guided Project - Create Your Own Career Coach/2. The Setup - Persona.srt
8.98 KB
13. Section 9 Guided Project - Create Your Own Career Coach/3. The Setup - Context and Commands.mp4
15.02 MB
13. Section 9 Guided Project - Create Your Own Career Coach/3. The Setup - Context and Commands.srt
8.44 KB
13. Section 9 Guided Project - Create Your Own Career Coach/4. The Instructions - Modes.mp4
50 MB
13. Section 9 Guided Project - Create Your Own Career Coach/4. The Instructions - Modes.srt
17.04 KB
13. Section 9 Guided Project - Create Your Own Career Coach/5. The Instructions - Chain of Thought.mp4
22.46 MB
13. Section 9 Guided Project - Create Your Own Career Coach/5. The Instructions - Chain of Thought.srt
5.88 KB
13. Section 9 Guided Project - Create Your Own Career Coach/6. The Instructions - Gamify.mp4
51.63 MB
13. Section 9 Guided Project - Create Your Own Career Coach/6. The Instructions - Gamify.srt
13.56 KB
13. Section 9 Guided Project - Create Your Own Career Coach/7. Meet Your Career Coach.mp4
95.2 MB
13. Section 9 Guided Project - Create Your Own Career Coach/7. Meet Your Career Coach.srt
26.09 KB
13. Section 9 Guided Project - Create Your Own Career Coach/8. Exercise Customize Your Career Coach.html
100.27 KB
14. Section 10 Prompting Fundamentals - The Output/1. The Output.mp4
10.82 MB
14. Section 10 Prompting Fundamentals - The Output/1. The Output.srt
2.56 KB
14. Section 10 Prompting Fundamentals - The Output/2. Length.mp4
85.94 MB
14. Section 10 Prompting Fundamentals - The Output/2. Length.srt
15.39 KB
14. Section 10 Prompting Fundamentals - The Output/3. Formats.mp4
24.51 MB
14. Section 10 Prompting Fundamentals - The Output/3. Formats.srt
10.08 KB
14. Section 10 Prompting Fundamentals - The Output/4. Exercise Output an Excel File.mp4
14.87 MB
14. Section 10 Prompting Fundamentals - The Output/4. Exercise Output an Excel File.srt
3.34 KB
14. Section 10 Prompting Fundamentals - The Output/5. Exercise Make a Flowchart.mp4
25.95 MB
14. Section 10 Prompting Fundamentals - The Output/5. Exercise Make a Flowchart.srt
5.15 KB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/1. Introduction to Guardrails and Jailbreaking.mp4
82.11 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/10. Poisoning.mp4
33.57 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/11. Toxicity.mp4
34.58 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/12. Hallucinations.mp4
57.25 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/13. Thinking Like LLMs - Big vs Small.mp4
104.95 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
26.87 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/15. Challenge Instructions.html
118.59 KB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/15.1. Challenge Instructions.jpg
57.15 KB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/16. Leaderboard Mechanistic Interpretability.html
117.95 KB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/17. The Model Card.mp4
107.52 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/18. Model Cards Deep Dive.mp4
116.19 MB
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
121.09 KB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/2. Jailbreak! (The DAN Prompt).mp4
74.52 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/2. Jailbreak! (The DAN Prompt).srt
10.53 KB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/3. Many Shot Jailbreaking.mp4
139.33 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/4. Prompt Injections - Part 1.mp4
49.66 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/5. Prompt Injections - Part 2.mp4
126.37 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/6. Thinking Like LLMs - Multi-Modal Injection.mp4
55.99 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/6. Thinking Like LLMs - Multi-Modal Injection.srt
13.05 KB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/7. Leaking - Part 1 (Prompt Leaking).mp4
71.96 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/8. Leaking - Part 2 (Data Leaking).mp4
157.36 MB
15. Section 11 The Dark Side of AI (Guardrails, Jailbreaks, Injections, Hallucinations + more)/9. Exposure.mp4
42.3 MB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/1. Introduction to Hyperparameters and the OpenAI Playground.mp4
7.4 MB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/1. Introduction to Hyperparameters and the OpenAI Playground.srt
4.93 KB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/2. Note Setting Up Your Playground.html
122.29 KB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/3. Temperature.mp4
44.01 MB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/3. Temperature.srt
14.1 KB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/4. Top P.mp4
14.76 MB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/4. Top P.srt
5.6 KB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/5. Frequency and Presence Penalties.mp4
20.04 MB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/5. Frequency and Presence Penalties.srt
6 KB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/6. Stop Sequences.mp4
12 MB
16. Section 12 LLM Hyperparameters & The OpenAI Playground/6. Stop Sequences.srt
6.46 KB
17. Section 13 Open Source Models/1. What Are Open Source LLMs and Why Are They Important.mp4
49.21 MB
17. Section 13 Open Source Models/1. What Are Open Source LLMs and Why Are They Important.srt
9.73 KB
17. Section 13 Open Source Models/10. Setting Up Your Own Model - Part 2.mp4
31.18 MB
17. Section 13 Open Source Models/10. Setting Up Your Own Model - Part 2.srt
14.32 KB
17. Section 13 Open Source Models/11. Exercise Explore the Guardrails.html
136.85 KB
17. Section 13 Open Source Models/2. Chatbot Arena Leaderboard.mp4
50.48 MB
17. Section 13 Open Source Models/2. Chatbot Arena Leaderboard.srt
11.59 KB
17. Section 13 Open Source Models/3. Battle of the Intelligence Tests.mp4
79.07 MB
17. Section 13 Open Source Models/3. Battle of the Intelligence Tests.srt
19.27 KB
17. Section 13 Open Source Models/4. Exercise Test The Models With Your Specific Use-Case.html
130.25 KB
17. Section 13 Open Source Models/5. Exercise Create Your Own Test Prompt (Totem).mp4
8.67 MB
17. Section 13 Open Source Models/5. Exercise Create Your Own Test Prompt (Totem).srt
2.22 KB
17. Section 13 Open Source Models/6. My Totem Prompt.html
133.55 KB
17. Section 13 Open Source Models/6.1. My Totem Prompt.jpg
15.69 KB
17. Section 13 Open Source Models/7. The Latest - The Best Open Source Model.html
133.73 KB
17. Section 13 Open Source Models/8. Introduction to LMStudio.mp4
9.99 MB
17. Section 13 Open Source Models/8. Introduction to LMStudio.srt
3.53 KB
17. Section 13 Open Source Models/9. Setting Up Your Own Model - Part 1.mp4
15.43 MB
17. Section 13 Open Source Models/9. Setting Up Your Own Model - Part 1.srt
3.73 KB
18. Section 14 Advanced Prompting Techniques/1. Introduction.mp4
9.95 MB
18. Section 14 Advanced Prompting Techniques/1. Introduction.srt
1.93 KB
18. Section 14 Advanced Prompting Techniques/10. XML Tags - There's More Than Meets The Eye!.mp4
60.5 MB
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/11. Emotional Stimuli - Part 1.mp4
137.3 MB
18. Section 14 Advanced Prompting Techniques/11. Emotional Stimuli - Part 1.srt
25.49 KB
18. Section 14 Advanced Prompting Techniques/12. Emotional Stimuli - Part 2.mp4
28.8 MB
18. Section 14 Advanced Prompting Techniques/12. Emotional Stimuli - Part 2.srt
6.83 KB
18. Section 14 Advanced Prompting Techniques/13. Emotional Stimuli - Part 3 (But Why).mp4
53.97 MB
18. Section 14 Advanced Prompting Techniques/13. Emotional Stimuli - Part 3 (But Why).srt
9.89 KB
18. Section 14 Advanced Prompting Techniques/14. Self-Consistency.mp4
90.93 MB
18. Section 14 Advanced Prompting Techniques/14. Self-Consistency.srt
19.41 KB
18. Section 14 Advanced Prompting Techniques/15. Exercise Implement the Self-Consistency Technique.html
151.51 KB
18. Section 14 Advanced Prompting Techniques/16. ReAct Prompting.mp4
136.35 MB
18. Section 14 Advanced Prompting Techniques/16. ReAct Prompting.srt
23.33 KB
18. Section 14 Advanced Prompting Techniques/17. ReAct + CoT-SC.mp4
115.23 MB
18. Section 14 Advanced Prompting Techniques/17. ReAct + CoT-SC.srt
22.38 KB
18. Section 14 Advanced Prompting Techniques/18. Applied Prompt Engineering with CRISPR - Part 1.mp4
81.91 MB
18. Section 14 Advanced Prompting Techniques/18. Applied Prompt Engineering with CRISPR - Part 1.srt
17.3 KB
18. Section 14 Advanced Prompting Techniques/19. Applied Prompt Engineering with CRISPR - Part 2.mp4
90.27 MB
18. Section 14 Advanced Prompting Techniques/19. Applied Prompt Engineering with CRISPR - Part 2.srt
20.79 KB
18. Section 14 Advanced Prompting Techniques/2. Auto-Priming.mp4
69.98 MB
18. Section 14 Advanced Prompting Techniques/2. Auto-Priming.srt
16.71 KB
18. Section 14 Advanced Prompting Techniques/20. Tree of Thoughts - Part 1.mp4
92.03 MB
18. Section 14 Advanced Prompting Techniques/20. Tree of Thoughts - Part 1.srt
18.75 KB
18. Section 14 Advanced Prompting Techniques/21. Tree of Thoughts - Part 2.mp4
35.31 MB
18. Section 14 Advanced Prompting Techniques/21. Tree of Thoughts - Part 2.srt
5.87 KB
18. Section 14 Advanced Prompting Techniques/22. Tree of Thoughts - Part 3 (ToT via Code).mp4
94.91 MB
18. Section 14 Advanced Prompting Techniques/23. Tree of Thoughts - Part 4 (ToT via Chaining).mp4
126.75 MB
18. Section 14 Advanced Prompting Techniques/23. Tree of Thoughts - Part 4 (ToT via Chaining).srt
31.42 KB
18. Section 14 Advanced Prompting Techniques/24. Tree of Thoughts - Part 5 (Zero Shot ToT).mp4
81.84 MB
18. Section 14 Advanced Prompting Techniques/3. Chain of Density Prompting.mp4
134.89 MB
18. Section 14 Advanced Prompting Techniques/3. Chain of Density Prompting.srt
23.33 KB
18. Section 14 Advanced Prompting Techniques/4. Prompt Variables.mp4
40.16 MB
18. Section 14 Advanced Prompting Techniques/4. Prompt Variables.srt
10 KB
18. Section 14 Advanced Prompting Techniques/5. Prompt Chaining.mp4
69.7 MB
18. Section 14 Advanced Prompting Techniques/5. Prompt Chaining.srt
12.29 KB
18. Section 14 Advanced Prompting Techniques/6. Prompt Chaining - Programmatic Visualization.mp4
118.57 MB
18. Section 14 Advanced Prompting Techniques/6. Prompt Chaining - Programmatic Visualization.srt
25.43 KB
18. Section 14 Advanced Prompting Techniques/7. Exercise Prompt Chaining - Customer Support.mp4
106.1 MB
18. Section 14 Advanced Prompting Techniques/7. Exercise Prompt Chaining - Customer Support.srt
26.68 KB
18. Section 14 Advanced Prompting Techniques/8. Thinking Like LLMs - Dark Magic.mp4
61.77 MB
18. Section 14 Advanced Prompting Techniques/8. Thinking Like LLMs - Dark Magic.srt
12.09 KB
18. Section 14 Advanced Prompting Techniques/9. Exercise Use Your Magic Powers.html
146.58 KB
19. Section 15 Challenge - Build Your Third Game (Flappy Bird)/1. Challenge Instructions.html
162.81 KB
19. Section 15 Challenge - Build Your Third Game (Flappy Bird)/2. The Flappy Bird Hall of Fame.html
162 KB
19. Section 15 Challenge - Build Your Third Game (Flappy Bird)/2.1. The Flappy Bird Hall of Fame.jpg
9.32 KB
2. Section 1 Introduction to Prompt Engineering/1. What is Prompt Engineering.mp4
46.98 MB
2. Section 1 Introduction to Prompt Engineering/1. What is Prompt Engineering.srt
8.55 KB
2. Section 1 Introduction to Prompt Engineering/2. Why is Prompt Engineering Even a Thing.mp4
54.7 MB
2. Section 1 Introduction to Prompt Engineering/2. Why is Prompt Engineering Even a Thing.srt
11.34 KB
2. Section 1 Introduction to Prompt Engineering/3. Breaking GPT.mp4
10.64 MB
2. Section 1 Introduction to Prompt Engineering/3. Breaking GPT.srt
5.17 KB
2. Section 1 Introduction to Prompt Engineering/4. Applied Prompt Engineering.mp4
44.85 MB
2. Section 1 Introduction to Prompt Engineering/4. Applied Prompt Engineering.srt
6.64 KB
2. Section 1 Introduction to Prompt Engineering/5. Applied Prompt Engineering with NASA.mp4
76.37 MB
2. Section 1 Introduction to Prompt Engineering/5. Applied Prompt Engineering with NASA.srt
13.05 KB
2. Section 1 Introduction to Prompt Engineering/6. Why is Prompt Engineering Important to You.mp4
30.3 MB
2. Section 1 Introduction to Prompt Engineering/6. Why is Prompt Engineering Important to You.srt
5.71 KB
2. Section 1 Introduction to Prompt Engineering/7. The Latest Am I Wrong.html
15.76 KB
2. Section 1 Introduction to Prompt Engineering/7.1. The Latest Am I Wrong.jpg
56.12 KB
2. Section 1 Introduction to Prompt Engineering/7.2. The Latest Am I Wrong.jpg
133.47 KB
2. Section 1 Introduction to Prompt Engineering/7.3. The Latest Am I Wrong.jpg
116.11 KB
2. Section 1 Introduction to Prompt Engineering/7.4. The Latest Am I Wrong.jpg
3.27 KB
2. Section 1 Introduction to Prompt Engineering/7.5. The Latest Am I Wrong.jpg
18.22 KB
2. Section 1 Introduction to Prompt Engineering/7.6. The Latest Am I Wrong.jpg
163.86 KB
2. Section 1 Introduction to Prompt Engineering/7.7. The Latest Am I Wrong.jpg
7.41 KB
2. Section 1 Introduction to Prompt Engineering/8. Mandatory Homework AlphaGo.html
15.64 KB
2. Section 1 Introduction to Prompt Engineering/8.1. Mandatory Homework AlphaGo.jpg
16.39 KB
2. Section 1 Introduction to Prompt Engineering/9. Let's Have Some Fun (+ More Resources).html
15.22 KB
20. Section 16 Prompt Testing and Model Benchmarks/1. Introduction to Prompt Testing.mp4
63.49 MB
20. Section 16 Prompt Testing and Model Benchmarks/1. Introduction to Prompt Testing.srt
12.13 KB
20. Section 16 Prompt Testing and Model Benchmarks/10. Exercise Create Your Own Mini-Benchmark (Totem Benchmark)!.html
173.25 KB
20. Section 16 Prompt Testing and Model Benchmarks/11. Evaluating Results - Human Judge.mp4
56.53 MB
20. Section 16 Prompt Testing and Model Benchmarks/12. Evaluating Results - Code Judge.mp4
78.14 MB
20. Section 16 Prompt Testing and Model Benchmarks/12. Evaluating Results - Code Judge.srt
15.15 KB
20. Section 16 Prompt Testing and Model Benchmarks/13. Evaluating Results - AI Judge.mp4
148.43 MB
20. Section 16 Prompt Testing and Model Benchmarks/14. Deep Dive LLMs as a Judge - Biases.mp4
170.56 MB
20. Section 16 Prompt Testing and Model Benchmarks/15. Deep Dive LLMs as a Judge - Prompts.mp4
92.35 MB
20. Section 16 Prompt Testing and Model Benchmarks/16. LLM Judge Leaderboard.html
176.24 KB
20. Section 16 Prompt Testing and Model Benchmarks/17. Thinking Like LLMs - Ex Post Facto Reasoning.mp4
66.15 MB
20. Section 16 Prompt Testing and Model Benchmarks/2. The Importance of Prompt Testing.mp4
39.77 MB
20. Section 16 Prompt Testing and Model Benchmarks/2. The Importance of Prompt Testing.srt
6.14 KB
20. Section 16 Prompt Testing and Model Benchmarks/3. Thinking Like LLMs - Schrodinger's Prompt.mp4
124.05 MB
20. Section 16 Prompt Testing and Model Benchmarks/3. Thinking Like LLMs - Schrodinger's Prompt.srt
21.99 KB
20. Section 16 Prompt Testing and Model Benchmarks/4. Building a Prompt Test.mp4
126.7 MB
20. Section 16 Prompt Testing and Model Benchmarks/4. Building a Prompt Test.srt
20.96 KB
20. Section 16 Prompt Testing and Model Benchmarks/5. The Golden Answer.mp4
51.95 MB
20. Section 16 Prompt Testing and Model Benchmarks/5. The Golden Answer.srt
10 KB
20. Section 16 Prompt Testing and Model Benchmarks/6. Model Benchmarks.mp4
65.78 MB
20. Section 16 Prompt Testing and Model Benchmarks/6. Model Benchmarks.srt
15.78 KB
20. Section 16 Prompt Testing and Model Benchmarks/7. Deep Dive MMLU Benchmark.mp4
120.07 MB
20. Section 16 Prompt Testing and Model Benchmarks/7. Deep Dive MMLU Benchmark.srt
17.58 KB
20. Section 16 Prompt Testing and Model Benchmarks/8. Prompt Tests vs. Model Benchmarks.mp4
35.76 MB
20. Section 16 Prompt Testing and Model Benchmarks/8. Prompt Tests vs. Model Benchmarks.srt
6.78 KB
20. Section 16 Prompt Testing and Model Benchmarks/9. The Latest MMLU Pro.mp4
142.13 MB
20. Section 16 Prompt Testing and Model Benchmarks/9. The Latest MMLU Pro.srt
23.92 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/1. Here. We. Go!.mp4
54.46 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
74.71 MB
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
178.24 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
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/13. Optional Exercise Practice Converting Another MMLU Dataset.html
190.86 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/14. Exercise Explore Metrics (Assertions) in the PromptFoo Documentation.html
191.57 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/15. Exercise Use Your Mini-Benchmark (Totem Benchmark)!.html
191.12 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/16. Our 4th Prompt Test (Adding Multiple Models) - The Setup.mp4
164.62 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/18. Our 5th Prompt Test (Adding System Messages) - The Setup.mp4
115.97 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/19. Our 5th Prompt Test (Adding System Messages) - The Results.mp4
114.37 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/2. Introduction to PromptFoo.mp4
33.3 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/20. Do You Realize What Just Happened.mp4
33.36 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/3. Same As The Pros!.html
179.79 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/3.1. Same As The Pros!.jpg
89.23 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/4. Our Prompt Testing Framework.mp4
42.26 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/5. Warning!.html
183.58 KB
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
117.58 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
93.76 MB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/8. Housekeeping Matters.html
184.85 KB
21. Section 17 Applied Prompt Engineering - Developing Prompt Tests & Evaluations with PromptFoo/8.1. Housekeeping Matters.jpg
4.75 KB
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
58.48 MB
22. Section 18 Challenge - Become an AI Researcher! (Develop Your Own Prompting Technique)/1. You Can Wait...Or You Can Get Started Now!.html
200.18 KB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/1. Introduction - Through The Looking Glass.mp4
74.86 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/10. Homework Situational Awareness - The Decade Ahead.html
206.54 KB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/2. Applied Prompt Engineering with The Turing Test.mp4
57.21 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/3. Homework Ex Machina.html
199.58 KB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/4. Mechanistic Interpretability - Part 1.mp4
104.98 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/5. Mechanistic Interpretability - Part 2.mp4
174.91 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/6. Scaling Laws - Model Size.mp4
104.79 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/7. Scaling Laws - Dataset Size.mp4
60.01 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/8. Scaling Laws - Training Compute.mp4
100.23 MB
23. Section 19 AI Research and the Quest for Artificial General Intelligence/9. Exercise Current AI Trends.html
206.74 KB
24. Where To Go From Here/1. What's Next.html
207.21 KB
24. Where To Go From Here/2. Thank You!.mp4
9.26 MB
24. Where To Go From Here/2. Thank You!.srt
1.95 KB
24. Where To Go From Here/3. Review This Course!.html
208.11 KB
24. Where To Go From Here/4. Become An Alumni.html
209.02 KB
24. Where To Go From Here/5. Learning Guideline.html
209.94 KB
24. Where To Go From Here/6. ZTM Events Every Month.html
210.86 KB
24. Where To Go From Here/7. LinkedIn Endorsements.html
213.55 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/1. Project Introduction.html
214.56 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/1.1. Project Introduction.jpg
10.58 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/10. Task 1 Hello World - Your First Website.mp4
112.69 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/10. Task 1 Hello World - Your First Website.srt
21.23 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/11. Task 2 Python Program - Palindrome Checker.mp4
50.49 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/11. Task 2 Python Program - Palindrome Checker.srt
10.89 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/12. Task 3 Initialize Your Own Task.html
224.12 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/2. A Quick Note.html
214.47 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)/3.1. Setup Instructions.jpg
35.26 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/4. Setup Demo Getting Your API Key.mp4
14.22 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/4. Setup Demo Getting Your API Key.srt
3.61 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/5. Setup Demo Downloading AutoGPT.mp4
5.51 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/5. Setup Demo Downloading AutoGPT.srt
1.61 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/6. Setup Demo Installing Docker.mp4
15.02 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/6. Setup Demo Installing Docker.srt
5.63 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/7. Launching Your Autonomous Agent - Part 1.mp4
23.06 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/7. Launching Your Autonomous Agent - Part 1.srt
4.83 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/8. Launching Your Autonomous Agent - Part 2.mp4
7.5 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/8. Launching Your Autonomous Agent - Part 2.srt
1.49 KB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/9. It's Aliiiiiive! Running Your Autonomous Agent.mp4
20.54 MB
25. Optional Appendix Guided Project - Prompting with Autonomous Agents (AutoGPT)/9. It's Aliiiiiive! Running Your Autonomous Agent.srt
6.55 KB
3. Section 2 Choose Your LLM/1. What I'm Using - Part 1.mp4
24.18 MB
3. Section 2 Choose Your LLM/1. What I'm Using - Part 1.srt
2.07 KB
3. Section 2 Choose Your LLM/2. What I'm Using - Part 2 (OpenAI Playground).mp4
12.01 MB
3. Section 2 Choose Your LLM/2. What I'm Using - Part 2 (OpenAI Playground).srt
6.38 KB
3. Section 2 Choose Your LLM/3. Optional Setting Up Your Playground.html
24.24 KB
3. Section 2 Choose Your LLM/3.1. Optional Setting Up Your Playground.jpg
30.57 KB
3. Section 2 Choose Your LLM/3.2. Optional Setting Up Your Playground.jpg
72.62 KB
3. Section 2 Choose Your LLM/3.3. Optional Setting Up Your Playground.jpg
36.52 KB
3. Section 2 Choose Your LLM/3.4. Optional Setting Up Your Playground.jpg
45.53 KB
3. Section 2 Choose Your LLM/3.5. Optional Setting Up Your Playground.jpg
66.54 KB
3. Section 2 Choose Your LLM/4. Multi-Modality and Tools in LLMs.mp4
48.44 MB
3. Section 2 Choose Your LLM/4. Multi-Modality and Tools in LLMs.srt
16.2 KB
3. Section 2 Choose Your LLM/5. Choose Your LLM!.html
24.77 KB
3. Section 2 Choose Your LLM/5.1. Choose Your LLM!.jpg
29.7 KB
4. ChatGPT Setup/1. Getting Started with ChatGPT.mp4
5.95 MB
4. ChatGPT Setup/1. Getting Started with ChatGPT.srt
2.19 KB
4. ChatGPT Setup/2. The Basics of ChatGPT.mp4
14.32 MB
4. ChatGPT Setup/2. The Basics of ChatGPT.srt
4.11 KB
4. ChatGPT Setup/3. ChatGPT App.mp4
5.89 MB
4. ChatGPT Setup/3. ChatGPT App.srt
1.95 KB
4. ChatGPT Setup/4. Optional ChatGPT Plus.mp4
3.42 MB
4. ChatGPT Setup/4. Optional ChatGPT Plus.srt
3.01 KB
5. Claude Setup/1. Getting Started with Claude.mp4
19.79 MB
5. Claude Setup/1. Getting Started with Claude.srt
6.55 KB
6. Open Source Option Llama Setup/1. Getting Started with Llama.html
26.34 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/1. Project Introduction.mp4
14.89 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/1. Project Introduction.srt
3.06 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/2. Setting Up Your Replit Account.mp4
17.17 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/2. Setting Up Your Replit Account.srt
6.93 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/3. Important Point #1 - Fundamental Truths About LLMs.mp4
30.76 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/4. Important Point #2 - Models are Non-Deterministic.mp4
12.11 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/5. The First Try.mp4
21.1 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/5. The First Try.srt
6.4 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/6. Building Our Snake Game - Part 1.mp4
31.62 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/6. Building Our Snake Game - Part 1.srt
8.61 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/7. Building Our Snake Game - Part 2.mp4
36.25 MB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/7. Building Our Snake Game - Part 2.srt
8.56 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/8. Exercise Make It Prettier!.html
35.07 KB
7. Section 3 Guided Project - Build Your First Game (Snake Game)/9. Unlimited Updates.html
33.83 KB
8. Section 4 How LLMs Work/1. Introduction to LLMs.mp4
36.4 MB
8. Section 4 How LLMs Work/1. Introduction to LLMs.srt
8.27 KB
8. Section 4 How LLMs Work/10. Base Model vs. Assistant Model.mp4
26.25 MB
8. Section 4 How LLMs Work/10. Base Model vs. Assistant Model.srt
10.06 KB
8. Section 4 How LLMs Work/11. Thinking Like LLMs - The Reversal Curse.mp4
32.81 MB
8. Section 4 How LLMs Work/11. Thinking Like LLMs - The Reversal Curse.srt
7.3 KB
8. Section 4 How LLMs Work/12. Exercise The Reversal Curse.html
47.51 KB
8. Section 4 How LLMs Work/13. Artificial General Intelligence (AGI).mp4
45.83 MB
8. Section 4 How LLMs Work/13. Artificial General Intelligence (AGI).srt
7.02 KB
8. Section 4 How LLMs Work/14. Exercise Use ChatGPT to Read the Research.mp4
26.68 MB
8. Section 4 How LLMs Work/14. Exercise Use ChatGPT to Read the Research.srt
6.38 KB
8. Section 4 How LLMs Work/15. The World of LLMs.mp4
45.37 MB
8. Section 4 How LLMs Work/15. The World of LLMs.srt
8.35 KB
8. Section 4 How LLMs Work/16. Implement a New Life System.html
48.65 KB
8. Section 4 How LLMs Work/2. Tokens.mp4
15.76 MB
8. Section 4 How LLMs Work/2. Tokens.srt
7.18 KB
8. Section 4 How LLMs Work/3. Word Guessing Machines.mp4
20.77 MB
8. Section 4 How LLMs Work/3. Word Guessing Machines.srt
8.73 KB
8. Section 4 How LLMs Work/4. Thinking Like LLMs - Roll a Dice.mp4
20.94 MB
8. Section 4 How LLMs Work/4. Thinking Like LLMs - Roll a Dice.srt
9.41 KB
8. Section 4 How LLMs Work/5. Inside LLMs.mp4
175.22 MB
8. Section 4 How LLMs Work/5. Inside LLMs.srt
29.4 KB
8. Section 4 How LLMs Work/6. The Transformer Model.mp4
55.78 MB
8. Section 4 How LLMs Work/6. The Transformer Model.srt
10.26 KB
8. Section 4 How LLMs Work/7. GPT Meaning.html
40.41 KB
8. Section 4 How LLMs Work/8. Exercise Visualize the LLM Architecture.mp4
12.83 MB
8. Section 4 How LLMs Work/8. Exercise Visualize the LLM Architecture.srt
4.65 KB
8. Section 4 How LLMs Work/9. The Training Process.mp4
70.84 MB
8. Section 4 How LLMs Work/9. The Training Process.srt
14.41 KB
9. Section 5 Challenge - Build Your Second Game (Tic Tac Toe with AI opponent)/1. Challenge Instructions.html
52.54 KB
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