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Build AI Apps with ChatGPT, Dall-E, and GPT-4

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Overview

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This course teaches web developers to build apps using OpenAI's API, helping them take their first steps as an AI Engineers. Learners will get hands-on practice with both the GPT-4 and Dall-E APIs, using OpenAI's JavaScript SDK. In the first project, MoviePitch, you will get a primer on the OpenAI API and harness the power of artificial intelligence to generate ideas and images. In our second project, KnowItAll, we’ll move to the ChatGPT-4 model and get to grips with building chatbots - one of the most common uses of AI for web devs. Finally, we will fine-tune our chatbot in the third project. Fine-tuning is where you upload a dataset to OpenAI and use it to train a model. Doing this allows the chatbot to answer questions specific to your data - a critical skill when working with AI.

Syllabus

  • 🟨 Intro to AI Engineering 01 - Foundations and API Basics
    • Learn the essential concepts of AI Engineering, including how to interact with APIs such as OpenAI.
  • 🟨 Intro to AI Engineering 02 - Advanced Topics and Applications
    • Explore advanced AI techniques such as prompt engineering and model customization, while integrating cutting-edge features like image generation. Discover essential AI safety practices.
  • 🟨 Test your AI Engineering Knowledge – Graded Assignment
    • Reinforce your learning with a hands-on Graded Assignment.
  • 🟦 Deploying your AI App 01 - Security and API integration
    • Discover how to securely deploy your apps, connect APIs like a pro, and keep everything running smoothly with client-side updates.
  • 🟦 Deploying your AI App 02 - Advanced Features and Deployment
    • Take your apps to the next level with dynamic data fetching, effortless version control, and seamless deployment.
  • 🟦 Test your AI Deployment Knowledge
    • Check your understanding with a graded assignment.

Taught by

Tom Chant

Reviews

4.7 rating at Coursera based on 1758 ratings

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