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

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

Instructor: Tom Chant

441,430 already enrolled

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6 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

4 hours to complete

Flexible schedule

Learn at your own pace

6 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

4 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

The basic concept of AI Engineering
How to build apps with the OpenAI API
How to deploy your AI apps on the web

Skills you'll gain

Tools you'll learn

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

6 assignments

Taught in English

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There are 6 modules in this course

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.

Learn the essential concepts of AI Engineering, including how to interact with APIs such as OpenAI.

What's included

1 assignment12 plugins

1 assignmentTotal 15 minutes

Intro to AI Engineering 01 – Practice Assignment15 minutes

12 pluginsTotal 40 minutes

Welcome to interactive lessons!1 minute
Let's learn AI Engineering4 minutes
The code so far3 minutes
Limitations with our environment variables3 minutes
Polygon API sign-up & key2 minutes
Get an OpenAI API Key2 minutes
Overview of how the API works3 minutes
An API call: OpenAI dependency3 minutes
An API call: Instance and model2 minutes
An API call: The messages array6 minutes
A quick word about models6 minutes
Prompt Engineering and a challenge5 minutes

Explore advanced AI techniques such as prompt engineering and model customization, while integrating cutting-edge features like image generation. Discover essential AI safety practices.

What's included

1 assignment11 plugins

1 assignmentTotal 15 minutes

Intro to AI Engineering 02 – Practice Assignment15 minutes

11 pluginsTotal 52 minutes

Adding AI to the App5 minutes
Tokens6 minutes
Playground2 minutes
Temperature4 minutes
The "Few Shot" Approach4 minutes
Adding Examples4 minutes
Stop Sequence3 minutes
Frequency and Presence Penalties3 minutes
Creating Images with the DALL·E 3 API11 minutes
Intro to AI Safety6 minutes
Safety Best Practices4 minutes

Reinforce your learning with a hands-on Graded Assignment.

What's included

1 assignment1 plugin

Discover how to securely deploy your apps, connect APIs like a pro, and keep everything running smoothly with client-side updates.

What's included

1 assignment8 plugins

1 assignmentTotal 15 minutes

Deploying your AI App 01 – Practice Assignment15 minutes

8 pluginsTotal 34 minutes

Learn secure & robust deployment strategies2 minutes
Create a Cloudflare worker - demo5 minutes
Connect your worker to OpenAI5 minutes
Update client side data fetching4 minutes
Handle CORS and preflight requests5 minutes
OpenAI API requests & responses3 minutes
Create an AI Gateway5 minutes
Error handling5 minutes

Take your apps to the next level with dynamic data fetching, effortless version control, and seamless deployment.

What's included

1 assignment5 plugins

Check your understanding with a graded assignment.

What's included

1 assignment1 plugin

Instructor

Tom Chant

Scrimba

11 Courses462,836 learners

Offered by

Scrimba

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