OpenAI API Explained: Learn GPT, Codex, Fine-Tuning & Zero-Shot Classification Using Python

Are you interested in leveraging the power of AI to enhance your trading or programming projects? Look no further! This tutorial on the OpenAI API is exactly what you need to take your skills to the next level. This tutorial will cover the essential aspects of the OpenAI API, including GPT, Codex, fine-tuning models, and zero-shot classification. You'll learn how to use these tools to generate natural language text, write code, improve existing models, and classify text with no training data. By the end of this tutorial, you'll have the skills and knowledge necessary to take full advantage of the OpenAI API and use it to create state-of-the-art AI models. 👍 Subscribe for more: https://bit.ly/3lLybeP 🔗 Follow along: https://analyzingalpha.com/openai-api-python-tutorial ⏱️ Video Chapters 0:00 Intro 1:15 Get OpenAI API Key 1:44 Install OpenAI Using Pip 3:22 OpenAI API Authentication 6:25 A Primer On OpenAI Models 8:12 Using the OpenAI Playground 9:30 Prompt Engineering 10:34 Using OpenAI Models for Text Completion 14:26 OpenAI Text Generation 17:00 OpenAI Text Editing 19:33 Using OpenAI Codex to Complete Code 25:17 OpenAI DALL-E Image Creation 27:18 Editing Images Using OpenAI 29:27 Create Image Variations Using OpenAI 31:26 OpenAI Mini Project 31:28 Understanding Fine-Tuning 32:40 Get Kaggle Sentiment Data 36:29 Use OpenAI CLI Tools to Generate JSONL 37:54 Create OpenAI Model Training File 39:04 Learn How to Fine Tune OpenAI ADA Model 40:35 Testing Fine-tuned OpenAI ADA Model 44:03 Understanding OpenAI Embeddings 46:58 Get OpenAI Embeddings 49:40 Training RandomForestClassifier Using OpenAI Embeddings 54:46 Zero-Shot Classification Using OpenAI Embeddings 57:00 Outro 🏷️ Tags #openai #python #chatgpt --- Videos are intended strictly for information, education, and entertainment purposes. Do not base any investment decisions based upon these materials. Please read the disclaimer: https://analyzingalpha.com/disclaimer ---