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
Sponsored by Taipei Medical University [C4CB]
3,355 already enrolled
(28 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
- Statistical Machine Learning
- Artificial Intelligence
- Machine Learning Algorithms
- Machine Learning Methods
- ChatGPT
- Deep Learning
- Artificial Intelligence and Machine Learning (AI/ML)
- OpenAI
- Computer Science
- Keras (Neural Network Library)
- Tensorflow
- Artificial Neural Networks
- Machine Learning
- Generative AI
- Applied Machine Learning
Details to know
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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.
5 project images
Instructor
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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
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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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