Download prompt Engineering Mastery Torrent

Torrent Contents Size: 2.2 GB

prompt Engineering Mastery

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1 - Introduction and How Language Models Actually Work

1. What LLMs are (and aren't) - dispelling the magic.mp4

MP4

68 MB

2 - Prompt Anatomy & Core Techniques

3 - Reasoning & Complex Tasks

10. Step-back prompting and analogical reasoning.mp4

MP4

71.9 MB

11. Breaking down multi-step problems.mp4

MP4

74.9 MB

12. When to use reasoning chains vs. direct answers.mp4

MP4

66.4 MB

4 - Output Control & Formatting

13. Structured outputs JSON, XML, Markdown, tables.mp4

MP4

87.6 MB

14. Controlling tone, length, and style.mp4

MP4

81.8 MB

15. Using delimiters and formatting cues effectively.mp4

MP4

84.4 MB

16. Prompt templates and reusable patterns.mp4

MP4

80.6 MB

5 - Advanced Strategies

17. Self-consistency and majority voting.mp4

MP4

84.5 MB

18. ReAct (Reasoning + Acting) for agentic tasks.mp4

MP4

70 MB

19. Retrieval-Augmented Generation (RAG) basics.mp4

MP4

73.1 MB

20. System prompts vs. user prompts - when each matters.mp4

MP4

76.7 MB

6 - Evaluation & Iteration

21. How to measure if a prompt is actually working.mp4

MP4

82 MB

22. Building an eval set for your use case.mp4

MP4

82.8 MB

23. Common failure modes hallucinations, sycophancy, instruction drift.mp4

MP4

86.5 MB

24. Iterating systematically vs. guessing.mp4

MP4

94.4 MB

7 - Real-World Applications & Capstone

25. Prompting for code generation, summarization, classification, and extraction.mp4	MP4	103.3 MB
26. Domain-specific considerations (legal, medical, creative writing).mp4	MP4	93.8 MB
27. Capstone build and evaluate a prompt pipeline for a real task.mp4	MP4	71.6 MB
28. What's next - staying current as models evolve.mp4	MP4	118.9 MB

9. Chain-of-thought prompting.mp4

MP4

71.7 MB

5. Prompt Structure Instruction, Context, Input, Output Format.mp4

MP4

77.9 MB

6. Zero-shot, one-shot, and few-shot prompting.mp4

MP4

81.6 MB

7. Role prompting and persona setting.mp4

MP4

80.1 MB

8. Negative prompting - telling the model what not to do.mp4

MP4

81.2 MB

2. How tokens, context windows, and probability distributions shape output.mp4

MP4

72.4 MB

3. What We Mean by Prompt Structure.mp4

MP4

61 MB

4. The mental model you need before writing a single prompt.mp4

MP4

70.4 MB

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prompt Engineering Mastery

Torrent Contents Size: 2.2 GB

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