• 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

Associated Programs:

Prerequisites

About this course

Skip About this course
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

Skip 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