Robotics: Vision Intelligence and Machine Learning

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Robotics: Vision Intelligence and Machine Learning

Course Details

Cost

FREE,
Add a Verified Certificate for $349

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  • In Session

Course Provider

edX online courses
Harvard University, the Massachusetts Institute of Technology, and the University of California, Berkeley, are just some of the schools that you have at your fingertips with edX. Through massive open online courses (MOOCs) from the world's best universities, you can develop your knowledge in literature, math, history, food and nutrition, and more. These online classes are taught by highly-regarded experts in the field. If you take a class on computer science through Harvard, you may be tau...
Harvard University, the Massachusetts Institute of Technology, and the University of California, Berkeley, are just some of the schools that you have at your fingertips with edX. Through massive open online courses (MOOCs) from the world's best universities, you can develop your knowledge in literature, math, history, food and nutrition, and more. These online classes are taught by highly-regarded experts in the field. If you take a class on computer science through Harvard, you may be taught by David J. Malan, a senior lecturer on computer science at Harvard University for the School of Engineering and Applied Sciences. But there's not just one professor - you have access to the entire teaching staff, allowing you to receive feedback on assignments straight from the experts. Pursue a Verified Certificate to document your achievements and use your coursework for job and school applications, promotions, and more. EdX also works with top universities to conduct research, allowing them to learn more about learning. Using their findings, edX is able to provide students with the best and most effective courses, constantly enhancing the student experience.

Provider Subject Specialization
Sciences & Technology
Business & Management
22043 reviews

Course Description

How do robots “see”, respond to and learn from their interactions with the world around them? This is the fascinating field of visual intelligence and machine learning. Visual intelligence allows a robot to “sense” and “recognize” the surrounding environment. It also enables a robot to “learn” from the memory of past experiences by extracting patterns in visual signals.

You will understand how Machine Learning extracts statistically meaningful patterns in data that support classification, regression and clustering. Then by studying Computer Vision and Machine Learning together you will be able to build recognition algorithms that can learn from data and adapt to new environments.

By the end of this course, part of the Robotics MicroMasters program, you will be able to program vision capabilities for a robot such as robot localization as well as object recognition using machine learning.

Projects in this course will util...

How do robots “see”, respond to and learn from their interactions with the world around them? This is the fascinating field of visual intelligence and machine learning. Visual intelligence allows a robot to “sense” and “recognize” the surrounding environment. It also enables a robot to “learn” from the memory of past experiences by extracting patterns in visual signals.

You will understand how Machine Learning extracts statistically meaningful patterns in data that support classification, regression and clustering. Then by studying Computer Vision and Machine Learning together you will be able to build recognition algorithms that can learn from data and adapt to new environments.

By the end of this course, part of the Robotics MicroMasters program, you will be able to program vision capabilities for a robot such as robot localization as well as object recognition using machine learning.

Projects in this course will utilize MATLAB and OpenCV and will include real examples of video stabilization, recognition of 3D objects, coding a classifier for objects, building a perceptron, and designing a convolutional neural network (CNN) using one of the standard CNN frameworks.

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Reviews 7/10 stars
4 Reviews for Robotics: Vision Intelligence and Machine Learning

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晓坤 姜 profile image
晓坤 姜 profile image
6/10 starsTaking Now
  • 1 review
  • 0 completed
1 year, 7 months ago
the course video is tedious, and lab task sometime is hard to find the support from the lecture, may spend lots of time to find right math formula, specially week5~week7.
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Jimmy L profile image
Jimmy L profile image

Jimmy L

3/10 starsDropped
1 year, 9 months ago
I don't recommend this course at all. Looks like scattered topics without any specific rhythm. The instructors are monotonous and difficult to understand.
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abdul imransiddiqui profile image
abdul imransiddiqui profile image

abdul imransiddiqui

10/10 starsTaking Now
1 year, 9 months ago
nothing and i want to learn to how to appurate the computer in robotic and there are so must of value
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student profile image
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student

7/10 starsTaking Now
1 year, 9 months ago
Both the instructors are hard to understand. I wish they used a narrator for this course. Also the flow of content seems disconnected sometimes. No references are provided for further lookup.
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Rankings are based on a provider's overall CourseTalk score, which takes into account both average rating and number of ratings. Stars round to the nearest half.