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Opening Credits
1/5/2024
2 Preface
1/5/2024
3 Introduction to prompt engineering
1/5/2024
4 The psychology of prompts
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5 The psychology of prompts cognitive science principles
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6 The psychology of prompts language nuances
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7 Building effective prompts
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8 Adapting prompts for different models
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9 Evaluating prompt performance
1/5/2024
10 Advanced techniques in prompt engineering
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11 Advanced techniques in prompt engineering transfer learning with prompts
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12 Advanced techniques in prompt engineering multimodal prompt engineering
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13 Mathematics underpinning efficient prompt engineering
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14 Mathematics underpinning efficient prompt engineering linear algebra in prompt design
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15 Mathematics underpinning efficient prompt engineering probability and statistical modeling
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16 Mathematics underpinning efficient prompt engineering optimization algorithms for prompt tuning
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17 Mathematics underpinning efficient prompt engineering information theory in prompt compression
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18 Popular ChatGPT prompts
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19 Popular ChatGPT prompts creative writing
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20 Popular ChatGPT prompts programming assistance
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21 Popular ChatGPT prompts educational queries
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22 Popular ChatGPT prompts technical documentation generation
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23 The future of prompt engineering
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24 Interactive prompt design
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25 Challenges and solutions in prompt engineering
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26 Collaborative prompt design
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27 Ethical considerations
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28 Practical applications and case studies
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29 Glossary
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30 Bibliography
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Ending Credits
1/5/2024