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AI Coding with Jupyter AI

Learn to use Jupyter AI, which adds generative AI capabilities to Jupyter Lab and Jupyter Notebook, the most popular open-source tools for Python programmers, Data Scientists, and AI & Machine Learning Engineers.

1 Day

Average time students take to complete this course.

Last updated: April 2024


With Jupyter AI you can easily add powerful machine learning models and sophisticated AI tools to your Jupyter Lab and Jupyter Notebook, all without the need for extensive coding knowledge. If you're out to become a top 10% Python programmer, you'll want to learn Jupyter AI.

What you'll learn

  • Install Jupyter AI, Jupyter Lab and Jupyter Notebook
  • Use Jupyter AI to become more efficient in learning and writing Python code
  • Use advanced features of Jupyter AI such as interpolation
  • Use Jupyter AI with other AI providers and models such as Stable Diffusion from the Hugging Face Hub

Why Learn Jupyter AI?

Jupyter AI is a game-changer that allows you to leverage AI capabilities to enhance learning, drive innovation, and solve complex problems.

Jupyter AI's user-friendly interface, coupled with its robust and scalable framework, makes AI more accessible and practical for a wide range of applications. And this byte-sized course is going to teach you everything you need to know to wield the power of Jupyter AI!

P.S. to maximize your ability to use AI coding tools and become a more efficient and effective coder, we recommend you also take the companion byte to this course: AI Coding with GitHub Copilot. They can be taken in any order.

Wait... What's a Byte?

Bytes are shorter courses that allow you to upgrade your skills and knowledge in a single day!

Learning is hard. And sometimes you just need a quick learning fix, right? To learn something awesome, interesting, and relevant to your career goals.

That's why we've created Bytes.

What Else Should I Know?

By becoming a ZTM member you'll not only get access to all our courses, bytes, and projects.

But you’ll also get to join our exclusive live online community classroom to learn alongside thousands of students, alumni, mentors, TAs and Instructors.

Most importantly, you'll be learning from an industry professional (Andrei) that has actual real-world experience with Jupyter Labs and Jupyter AI. He teaches you the exact information he uses in his role.

Finally, as with all ZTM courses, this course is a living thing. It will be constantly updated as the landscape changes so you can use it as your go-to resource for learning Jupyter AI now and throughout your career.

Join 1,000s of Zero To Mastery graduates that have gotten hired and are now working at companies like Google, Tesla, Amazon, Apple, IBM, JP Morgan, Facebook, Shopify + other top tech companies.

They come from all different backgrounds, ages, and experiences. Many even started as complete beginners.

So there's no reason it can't be you too.

And you have nothing to lose. Because you can start learning right now and if this course isn't everything you expected, we'll refund you 100% within 30 days. No hassles and no questions asked.

When's the best time to get started? Today!

There's never a bad time to learn in-demand skills. But the sooner, the better. So start learning Jupyter AI today by joining the ZTM Academy. You'll have a clear roadmap to developing the skills to build your own projects, get hired, and advance your career.

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Course curriculum

Here's an overview of what you learn in this Jupyter AI course.


3 lectures

Byte FAQ


Exercise: Meet Your Classmates and Instructor


Byte Resources


AI Coding with Jupyter AI

9 lectures

Note: OpenAI and LangChain V1




Introduction to Jupyter AI3:39


Installing Jupyter AI4:15


Using Jupyter AI in Jupyter Labs12:20


Setting Up Jupyter AI in Jupyter Notebook4:38


Using Jupyter AI in Jupyter Notebook6:17


Using Interpolation for Advanced Use Cases5:24


Using Jupyter AI with Other Providers and Models4:09


Where To Go From Here?

2 lectures

Review This Byte!


Take the GitHub Copilot Byte!


Meet your instructor

Your instructor (Andrei) isn't just an expert with years of real-world professional experience. He has been in your shoes. He makes learning fun. He makes complex topics feel simple. He will motivate you. He will push you. And he will go above and beyond to help you succeed.

Andrei Dumitrescu

Hi, I'm Andrei Dumitrescu!

Andrei is a Senior Network & Software Engineer with 15+ years of experience and over 50,000+ students have taken at least one of his top-rated courses.


Andrei Dumitrescu

DevOps Engineer

Frequently asked questions

Are there any prerequisites for this course?

  • Basic Python knowledge is recommended, but not required.
  • An OpenAI API key is required. A valid phone number is required to open a free OpenAI account. The free account is limited to 3 requests per minute and is valid for 3 months. After that, you must either open a new account or switch to a paid plan.
  • To maximize your ability to use AI coding tools and become a more efficient and effective coder we recommend you also take the companion byte: AI Coding with GitHub Copilot. They can be taken in any order.

Do you provide a certificate of completion?

We definitely do and they are quite nice. You will also be able to add Zero To Mastery Academy to the education section of your LinkedIn profile as well.

Are there subtitles?

Yes! We have high quality subtitles in 11 different languages: English, Spanish, French, German, Dutch, Romanian, Arabic, Hindi, Portuguese, Indonesian, and Japanese.

You can even adjust the text size, color, background and more so that the subtitles are perfect just for you!

Still have more questions about the Academy?

Still have more questions specific to the Academy membership? No problem, we answer some more here.

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