Convolutional Neural Networks

Convolutional Neural Networks

Unlock the power of Convolutional Neural Networks! Learn how to process images and classify objects from images, and gain skills that can be applied to object and face recognition!

$50

$50
Includes:
  • 17 Lessons
  • Lifetime, 24/7 Access
  • Certificate of Completion
Join 350,000 Satisfied Students
$50

Overview

This title is part of the Machine Learning Mini-Degree

Interested in face recognition, fingerprint matching or object recognition? Want to learn tools that can be used to develop the AI of self-driving cars? The key to all of these technologies are Convolutional Neural Networks (CNNs), and this course will teach you how to understand and use them!

Beginning with the solid foundations of exactly what an image is, and how it’s stored in the memory of a computer, you’ll learn:

  • The differences between grayscale and color images
  • How to address challenges associated with image classification (differences in size or resolution, object position variance, occlusion and more)
  • Detecting specific objects in an image using filters (kernels)
  • CNN Layers – Convolutions, Pooling, and Fully-Connected Layers

You’ll cement your knowledge by examining case studies on the architectures of various public CNNs, including AlexNet, LeNet5, GoogleNet, and Resnet.

About the Machine Learning Mini-Degree 

The Machine Learning Mini-Degree is an on-demand learning curriculum composed of 6 professional-grade courses geared towards teaching you how to solve real-world problems and build innovative projects using Machine Learning and Python. Learn and understand the fundamentals necessary to build the next generation of intelligent applications and software, with concepts and theory that can be applied across technology and frameworks.

Challenge yourself by joining this exciting project-based curriculum and gain the knowledge and abilities required to succeed in this brand new industry. No prior experience with AI or Machine Learning is necessary to join. However, basic to intermediate Python skills are assumed in all of the courses.

https://www.youtube.com/watch?v=pcahHKBBMGo

 

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Curriculum

Requirements

  • Intermediate Python programming skills
  • Familiarity with Artificial Neural Networks

Unlock the power of Convolutional Neural Networks! Learn how to process images and classify objects from images, and gain skills that can be applied to object and face recognition!

  • Lifetime, 24/7 access
  • Professional-grade video lessons
  • Certificate of completion

$50

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