Machine Learning with ChatGPT: Image Classification Model
- Offered byCoursera
Machine Learning with ChatGPT: Image Classification Model at Coursera Overview
Machine Learning with ChatGPT: Image Classification Model
at Coursera
You'll likely gain fundamental knowledge of algorithms, data, model training, and evaluation in the context of image classification
Duration | 1 hour |
Start from | Start Now |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Go to Website  |
Credential | Certificate |
Machine Learning with ChatGPT: Image Classification Model at Coursera Highlights
Machine Learning with ChatGPT: Image Classification Model
at Coursera
- Earn a certificate from coursera
- Learn from industry experts
- Gain hands-on experience solving real-world job tasks
- Build confidence using the latest tools and technologies
- Guided Projects
Read more
Machine Learning with ChatGPT: Image Classification Model at Coursera Course details
Machine Learning with ChatGPT: Image Classification Model
at Coursera
Skills you will learn
Who should do this course?
- For individuals who want to enhance their knowledge & skills
What are the course deliverables?
- 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
More about this course
- 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
- You will be introduced to the process of fine-tuning, which involves adjusting the model's parameters to learn task-specific relationships between input and output
- You will import the necessary libraries and load the data, and then split the data into training and testing sets
- You will then define the model architecture, compile the model, and train it on the training data. After training, you will evaluate the model's performance on the testing data and make any necessary adjustments
Machine Learning with ChatGPT: Image Classification Model at Coursera Curriculum
Machine Learning with ChatGPT: Image Classification Model
at Coursera
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
Machine Learning with ChatGPT: Image Classification Model at Coursera Faculty details
Machine Learning with ChatGPT: Image Classification Model
at Coursera
Jousef Murad
? Mechanical Engineer ? YouTuber & ??? Educator ? Founder Engineering Cohort "The Science Circle" ?? Podcast Host Engineered–Mind
Machine Learning with ChatGPT: Image Classification Model at Coursera Entry Requirements
Machine Learning with ChatGPT: Image Classification Model
at Coursera
Eligibility criteria
- Education: Graduate
Conditional Offer
- Not mentioned
Machine Learning with ChatGPT: Image Classification Model at Coursera Admission Process
Machine Learning with ChatGPT: Image Classification Model
at Coursera
Important Dates
May 25, 2024
Course Commencement Date
Other courses offered by Coursera
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3 months
Beginner
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Machine Learning with ChatGPT: Image Classification Model
at Coursera
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