生成式 AI - Python 中的 OpenAI API、ChatGPT 和 GPT-4
上次更新时间：2024-11-01
课程售价: 2.9 元
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课程内容
1. Welcome!
2. The ChatGPI and OpenAI API
- 1. The ChatGPI and OpenAI API Section Outline
- 2. Signup For OpenAI & Get Your API Key
- 3. Set Environment Variables (Windows)
- 4. Set Environment Variables (Linux & Mac)
- 5. Install the OpenAI and Tiktoken Libraries
- 6. Pricing
- 7. How to Pay & Add Billing Details
- 8. Quick Start (Use the ChatGPT API Right Away!)
- 9. What is a Token
- 10. Estimating Costs with Tiktoken
- 11. Reproducibility
- 12. System Prompt
- 13. Incorporating History
- 14. Temperature
- 15. Frequency and Presence Penalties
- 16. How LLMs Conquered NLP
- 17. How LLMs Change the NLP & Machine Learning Workflow
- 18. Usage Policies
- 19. Suggestion Box
3. Prompt Engineering & Applications
- 1. Prompt Engineering Section Outline
- 2. Unstructured to Structured
- 3. Structured to Unstructured
- 4. JSON Mode
- 5. Translation, Tone Enhancement, and Language Detection
- 6. Sentiment Analysis & Stock Trading
- 7. Summarization & ELI5
- 8. Another ELI5 Example
- 9. Question-Answering
- 10. Chain of Thought Prompting
4. Retrieval Augmented Generation (RAG)
5. Fine-Tuning
6. GPT-4 With Vision (VIP)
7. Background Info
生成式 AI - Python 中的 OpenAI API、ChatGPT 和 GPT-4
上次更新时间：2024-11-01 21:58
课程内容
7个章节 , 49个讲座
1. Welcome!
2. The ChatGPI and OpenAI API
- 1. The ChatGPI and OpenAI API Section Outline
- 2. Signup For OpenAI & Get Your API Key
- 3. Set Environment Variables (Windows)
- 4. Set Environment Variables (Linux & Mac)
- 5. Install the OpenAI and Tiktoken Libraries
- 6. Pricing
- 7. How to Pay & Add Billing Details
- 8. Quick Start (Use the ChatGPT API Right Away!)
- 9. What is a Token
- 10. Estimating Costs with Tiktoken
- 11. Reproducibility
- 12. System Prompt
- 13. Incorporating History
- 14. Temperature
- 15. Frequency and Presence Penalties
- 16. How LLMs Conquered NLP
- 17. How LLMs Change the NLP & Machine Learning Workflow
- 18. Usage Policies
- 19. Suggestion Box
3. Prompt Engineering & Applications
- 1. Prompt Engineering Section Outline
- 2. Unstructured to Structured
- 3. Structured to Unstructured
- 4. JSON Mode
- 5. Translation, Tone Enhancement, and Language Detection
- 6. Sentiment Analysis & Stock Trading
- 7. Summarization & ELI5
- 8. Another ELI5 Example
- 9. Question-Answering
- 10. Chain of Thought Prompting