• Length:
    4 Weeks
  • Effort:
    3–4 hours per week
  • Price:

    FREE
    Add a Verified Certificate for $99 USD

  • Institution
  • Subject:
  • Level:
    Intermediate
  • Language:
    English
  • Video Transcript:
    English

Prerequisites

About this course

This course is part of the Microsoft Professional Program in Artificial Intelligence.

Computer Vision is the art of distilling actionable information from images.

In this hands-on course, we’ll learn about Image Analysis techniques using Python packages like PIL, Scikit-Image, OpenCV, and others. You’ll then explore machine learning for computer vision, including deep learning techniques for image classification, object detection, and semantic segmentation; using industry-standard machine learning frameworks like SciKit-Learn, Keras, and PyTorch.

What you'll learn

  • Explore, manipulate, and analyze images using Python packages for computer vision.
  • Implement image classification using classical machine learning and deep learning techniques.
  • Use data augmentation and transfer learning to create highly-effective convolutional neural networks (CNNs)
  • Go beyond image classification to use object detection and semantic segmentation models.

Meet your instructors

Graeme Malcolm
Senior Content Developer
Microsoft Learning Experiences

Pursue a Verified Certificate to highlight the knowledge and skills you gain $99.00

View a PDF of a sample edX certificate
  • Official and Verified

    Receive an instructor-signed certificate with the institution's logo to verify your achievement and increase your job prospects

  • Easily Shareable

    Add the certificate to your CV or resume, or post it directly on LinkedIn

  • Proven Motivator

    Give yourself an additional incentive to complete the course

  • Support our Mission

    EdX, a non-profit, relies on verified certificates to help fund free education for everyone globally