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Unleash the Power of AI: Master OpenAI’s APIs, including GPT-4, DALL-E, and Whisper in this Comprehensive and Hands-On Course. This is a brand new course, recorded with GPT-4!
Step into the world of artificial intelligence and discover how to harness OpenAI’s cutting-edge APIs, including GPT3, GPT-3.5, GPT4, DALL-E, and Whisper, to create groundbreaking applications and solutions. This immersive, project-driven course is designed for learners of all backgrounds and skill levels, providing a solid foundation in AI-driven development.
In this comprehensive course, you will:
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Develop a deep understanding of OpenAI’s generative models and their potential applications
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Master GPT-4 for natural language processing, including text generation, summarization, translation, and more
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Use GPT-4 to debug code, improve code, and even write code from scratch
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Generate visually stunning images and artwork using DALL-E based on textual prompts
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Convert spoken audio into accurate transcriptions and translations with the power of Whisper
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Use AI Embeddings to distill, index, search, and compare text, unveiling the geometric power for comparing words, paragraphs, and documents
Real-World Projects for Practical Experience:
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Create a dynamic Q&A Bot using GPT-4
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Create a visual color palette search engine with GPT-4
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Write an interactive code reviewing assistant with GPT-4
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Create an AI-powered Spotify playlist generator
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Analyze the sentiment of Reddit comments using GPT-4
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Summarize books of any size into a couple of paragraphs
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Create your own interactive, infinite Choose Your Own Adventure application with DALL-E and GPT-4
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Generate an Emedding-Powered movie recommendation algorithm
Throughout the course, you will engage in hands-on projects and real-world examples, allowing you to immediately apply your newly-acquired knowledge and skills. We also delve into:
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Best practices for prompt engineering, tokenization, and temperature settings
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Strategies for optimizing API performance, error handling, and resource management
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The ethical considerations and challenges associated with AI-driven development
Whether you’re a software developer, data scientist, or an AI enthusiast, this course will equip you with the expertise to integrate OpenAI’s APIs into your projects and create innovative AI-powered solutions.
Embark on your AI journey and transform your skills with this comprehensive and engaging course. Enroll today and start unlocking the limitless potential of OpenAI’s GPT-4, DALL-E, and Whisper APIs!
Getting Started
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1Welcome & Course Overview
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2Getting Access To Our Discord Community
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3A Brief History of OpenAI
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4Let's Talk About GPT
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5OPTIONAL: The Transformer Architecture
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6Signing Up For An Account
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7Important Course Update - DO NOT SKIP (please)
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8CHANGELOG - DO NOT SKIP (please)
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9Getting The Course Code
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10Getting The Course Slides
Prompt Engineering
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11Install Requirements
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12The Great OpenAI 1.x Upgrade (Important)
Make sure you're using the right version of openai until the course is upgraded!
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13Our First Completion Request
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14For Windows Users: Editing Text Files
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15Hiding Our API Key
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16Understanding Tokens
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17max_tokens
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18Stop Sequences
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19N and Echo
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20The Different Completion Models
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21Comparing Model Performance and Pricing
Color Palette Generator Project
Important API Parameters
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30Introducing The Color Palette Project
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31Color Rendering in Colaboratory
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32Writing The Color Palette Generator Prompt
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33Writing a Color-Swatch Rendering Function
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34Setting Up The Flask Server
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35Integrating OpenAI With Server
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36Writing the Palette Endpoint
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37Creating The Form
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38Rending The Colors In The Browser
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39Copy and Paste Functionality
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40Styling The Color Blocks
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41Styling The Form
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42Refactoring Our Front-End Code
The Chat API & GPT-4
Building A GPT-4 Chatbot
Working With GPT-4 And Code
Cost Estimation With TikToken
GPT-4 Automatic Code Reviewer
GPT-4 AI Spotify Playlist Generator Project
Embeddings
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73Introducing The Spotify Project
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74Writing The Playlist Generating Prompt
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75Finishing The Playlist Prompt
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76Getting Spotify Developer Credentials
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77Spotify Authentication Via Python
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78Searching For Spotify Tracks Via Python
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79Creating Spotify Playlists Programmatically
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80Adding in OpenAI
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81Accepting Command Line Arguments
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82Overview of the Polished Solution
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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