Coursera Project Network
Machine Learning with ChatGPT: Image Classification Model

Give your career the gift of Coursera Plus with $160 off, billed annually. Save today.

Coursera Project Network

Machine Learning with ChatGPT: Image Classification Model

Jousef Murad

Instructor: Jousef Murad

3,174 already enrolled

Included with Coursera Plus

Learn, practice, and apply job-ready skills with expert guidance
4.3

(28 reviews)

Intermediate level

Recommended experience

1 hour
Learn at your own pace
Hands-on learning
Learn, practice, and apply job-ready skills with expert guidance
4.3

(28 reviews)

Intermediate level

Recommended experience

1 hour
Learn at your own pace
Hands-on learning

What you'll learn

  • Develop an understanding of the capabilities of ChatGPT and its role in generating machine learning code.

  • Generate Python code for a basic neural network with Keras using ChatGPT.

  • Optimise your Machine Learning Model's performance by adapting it's hyperparameters with ChatGPT.

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English
No downloads or installation required

Only available on desktop

See how employees at top companies are mastering in-demand skills

Placeholder

Learn, practice, and apply job-ready skills in less than 2 hours

  • Receive training from industry experts
  • Gain hands-on experience solving real-world job tasks
  • Build confidence using the latest tools and technologies
Placeholder

About this Guided Project

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Create your ChatGPT account

  2. Use the ChatGPT to build a simple neural network with the MNIST data set

  3. Fine-tune code to change loss function

  4. Update to use convolutional layer

  5. Evaluate model & create validation set

  6. Plot Losses using Matplotlib and random images to check accuracy

Recommended experience

Basic coding knowledge and access to Google Colab to run the code.

5 project images

Instructor

Jousef Murad
Coursera Project Network
9 Courses40,435 learners

Offered by

How you'll learn

  • Skill-based, hands-on learning

    Practice new skills by completing job-related tasks.

  • Expert guidance

    Follow along with pre-recorded videos from experts using a unique side-by-side interface.

  • No downloads or installation required

    Access the tools and resources you need in a pre-configured cloud workspace.

  • Available only on desktop

    This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 28

4.3

28 reviews

  • 5 stars

    64.28%

  • 4 stars

    14.28%

  • 3 stars

    14.28%

  • 2 stars

    3.57%

  • 1 star

    3.57%

SS
4

Reviewed on May 12, 2023

BS
5

Reviewed on Oct 15, 2024

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions