In this 1-hour project, you will learn how to build a machine learning model using ChatGPT. We will use the MNIST database which is a large database of handwritten digits that is commonly used for training various image processing systems.



Machine Learning with ChatGPT: Image Classification Model

Instructor: Jousef Murad
Access provided by European Association of Economists
4,893 already enrolled
(33 reviews)
Recommended experience
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. 
Skills you'll practice
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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:
- Create your ChatGPT account 
- Use the ChatGPT to build a simple neural network with the MNIST data set 
- Fine-tune code to change loss function 
- Update to use convolutional layer 
- Evaluate model & create validation set 
- Plot Losses using Matplotlib and random images to check accuracy 
Recommended experience
Basic coding knowledge and access to Google Colab to run the code.
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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. 
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Learner reviews
33 reviews
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Reviewed on May 12, 2023
Definitely a good one. I expected a bit more input.
Reviewed on Oct 15, 2024
Good exposure to machine learning with chatgpt - image classification model
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