Generative AI: OpenAI API, ChatGPT, and GPT-4 in Python 2024-3 -Udemy
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Last Update | 24/07/2024 |
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Generative AI
OpenAI
ChatGPT
Python
API
GPT-4
Udemy
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1. Welcome!3Lessons ·
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1. Introduction and Outline.mp4
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2. Where to get the Code.mp4
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3. How to Succeed in this Course.mp4
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2. The ChatGPI and OpenAI API19Lessons ·
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1. The ChatGPI and OpenAI API Section Outline.mp4
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2. Signup For OpenAI & Get Your API Key.mp4
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3. Set Environment Variables (Windows).mp4
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4. Set Environment Variables (Linux & Mac).mp4
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5. Install the OpenAI and Tiktoken Libraries.mp4
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6. Pricing.mp4
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7. How to Pay & Add Billing Details.mp4
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8. Quick Start (Use the ChatGPT API Right Away!).mp4
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9. What is a Token.mp4
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10. Estimating Costs with Tiktoken.mp4
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11. Reproducibility.mp4
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12. System Prompt.mp4
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13. Incorporating History.mp4
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14. Temperature.mp4
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15. Frequency and Presence Penalties.mp4
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16. How LLMs Conquered NLP.mp4
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17. How LLMs Change the NLP & Machine Learning Workflow.mp4
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18. Usage Policies.mp4
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19. Suggestion Box.mp4
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3. Prompt Engineering & Applications10Lessons ·
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1. Prompt Engineering Section Outline.mp4
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2. Unstructured to Structured.mp4
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3. Structured to Unstructured.mp4
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4. JSON Mode.mp4
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5. Translation, Tone Enhancement, and Language Detection.mp4
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6. Sentiment Analysis & Stock Trading.mp4
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7. Summarization & ELI5.mp4
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8. Another ELI5 Example.mp4
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9. Question-Answering.mp4
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10. Chain of Thought Prompting.mp4
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4. Retrieval Augmented Generation (RAG)7Lessons ·
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1. What is Semantic Search.mp4
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2. Facebook AI Similarity Search (FAISS).mp4
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3. OpenAI's Embeddings Endpoint.mp4
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4. RAG with FAISS (pt 1).mp4
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5. RAG with FAISS (pt 2).mp4
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6. RAG with FAISS (pt 3).mp4
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7. RAG with FAISS (pt 4).mp4
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5. Fine-Tuning5Lessons ·
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1. What Is Fine-Tuning and When Should You Use It.mp4
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2. OpenAI's Fine-Tuning and File Endpoints.mp4
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3. Fine-Tuning ChatGPT - Making the Dataset.mp4
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4. Fine-Tuning ChatGPT - Upload Data and Create Fine-Tuning Job.mp4
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5. Fine-Tuning ChatGPT - Check the Results.mp4
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6. GPT-4 With Vision (VIP)4Lessons ·
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1. GPT-4 With Vision Concepts.mp4
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2. GPT-4 With Vision Applications in Code.mp4
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3. Application Iterative Web Design.mp4
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4. Analyze Video With GPT-4.mp4
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7. Background Info1Lessons ·
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1. The Roots of Semantic Search.mp4
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