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Understanding Tokens and API Parameters
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Mastering Generative AI with Open AI
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Introduction
Introduction to Course
What is Generative AI
Section Introduction
Introduction to AI
Introduction to Generative AI
Foundation Models
Understanding Prompt Engineering
Section Intro
Prompt Engineering in Generative AI
Key Types of Prompts Used with LLMs
Avoiding Hallucinations
Key Techniques of Prompt Engineering
Understanding Tokens and API Parameters
Section Intro
A Closer Look at OpenAI API
Configuring the Development Environment
Page
Understanding OpenAI API Parameters
Implementing Word Completion
Implementing Word Completion
Demo Implementing Word Completion
Implementing Code Completion
Implementing Code Completion
Demo Implementing Code Completion
Building an Interactive Chatbot
Section Intro
Word Completion vs Chat Completion
Project Overview Creating a Chatbot for a Restaurant
Using Widgets in Jupyter Notebook
Creating a Chatbot for a Restaurant
Performing Text Processing and Analysis
Performing Text Processing and Analysis
Page
Using Word Embeddings For Dynamic Context
Section Intro
What are Word Embeddings
Demo Performing Similarity Search
Dynamic Context
Demo Using Dynamic Context with Prompt
Demo Building Dynamic Context with Custom Data Part 1
Demo Building Dynamic Context with Custom Data Part 2
Fine tuning GPT 3 with a Custom Dataset
Section Intro
What is Fine Tuning
Steps Involved in Fine Tuning a Model
DemoPerforming Fine Tuning Part 1
DemoPerforming Fine Tuning Part 2
Generating Images
Section Intro
Overview of DALL E 2
Demo Image Generation
Demo Image Masking
Demo Image Variations
Audio Transcription Translation
Section Intro
Overview of Whisper
Demo Audio Transcription
Demo Audio Translation
Moderating Prompts with Moderating API
Section Intro
Moderation API
Demo Implementing Moderation
Summary and Next Steps
Course SummaryNext Steps
Exploring Chat GPT
What is ChatGPT
Getting Started with Open AI
Section Intro
What is OpenAI
OpenAI Foundation Models
OpenAI Model Variants
Setting Up OpenAI Account
OpenAI Playground
OpenAI API and Libraries
OpenAI Pricing
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A Closer Look at OpenAI API
Basic Concepts of Generative AI tokens chunking embeddings and more
OpenAI Foundation Models
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