In this 1-hour long project-based course, you will learn how to build your own Machine Learning Image Classifier using Python and Colab. You will be able to easily load the data, preview it, process and normalize it, then train and test your model! I hope you enjoy the experience!
Build a Machine Learning Image Classifier with Python
Build a Machine Learning Image Classifier with Python
Instructor: Ikechukwu Nigel Ogbuchi
Included with 
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level
Recommended experience
1.5 hours
Learn at your own pace
Hands-on learning
What you'll learn
Build your own image classifier using Python code
Preprocess and normalize that data for training
Train and test your model on your own sample image
Details to know
Shareable certificate
Add to your LinkedIn profile
Taught in English
No downloads or installation required
Only available on desktop
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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:
Task 1 : you will get an overview of Colaboratory and you will have gotten familiar with how to access and set up the environment for this course. then preview what the finished project looks like.
Task 2: you will have begun the process of building the image classifier using available data. You will learn how to load data, preview the data and its shape and how to process it for training.
By the end of Task 3, you will have completed preprocessing and normalized your loaded data.
By the end of Task 4, you will have setup the Keras model architecture, trained and evaluated your model.
By the end of Task 5, you will have tested your trained model on the test dataset and also on your own choice image.
Recommended experience
You need at least 1 year of experience using Python programming or an intermediate level understanding of the language to follow along the codes.
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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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Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.