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Machine Learning for Computer Vision
This course is part of MathWorks Computer Vision Engineer Professional Certificate.
Course Cost
Free course
Beginner
Skill Level
10 Hours
Self-paced lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Computer Vision for Engineering and Science Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
5,543 Enrolled
English
What you'll learn
Implement image classification workflows
Develop object detection systems
Create and evaluate machine learning models
Optimize model performance with custom training
Apply computer vision in practical applications
Skills you'll gain
This course includes:
11 Hours PreRecorded video
12 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
Get a Completion Certificate
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Get a Completion Certificate
Share your certificate with prospective employers and your professional network on LinkedIn.
CREATED BY
PROVIDED BY
Top companies offer this course to their employees
Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.
There are 4 modules in this course
This comprehensive course teaches machine learning applications in computer vision using MATLAB. Students learn to perform image classification and object detection tasks through hands-on projects. The curriculum covers data preparation, feature extraction, model training, and evaluation techniques. Practical applications include classifying street signs and detecting material defects, providing real-world experience in computer vision implementation.
Image Classification with Machine Learning
Module 1 · 3 Hours to complete
Image Classification Using Bag of Features
Module 2 · 2 Hours to complete
Evaluating Classification Models
Module 3 · 2 Hours to complete
Object Detection with Machine Learning
Module 4 · 3 Hours to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: MathWorks Computer Vision Engineer Professional Certificate
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
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Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.