Skill

Explore Computer Vision Foundational Concepts

July 2024 with Jonathan Barrios

Join Jonathan Barrios as we learn the basics of training computers to interpret and make decisions based on visual data in the world – computer vision (CV). We'll learn to use existing CV tools and how to train our own.

Recommended Experience

Introductory data processing experience
Basic understanding of Python programming
Familiarity with machine learning concepts

Related certifications

None at this time

Related Job Functions

Machine learning engineer
Data scientist
Computer vision engineer

Jeff Kish has over 15 years of IT experience, focusing mainly on core infrastructure and data center technologies. He holds a number of Cisco certifications, including CCIEs in Routing and Switching and Data Center. He also focuses on network programmability and software-defined networking.

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Skill Outline

1. Introduction (13:00)
2. Explore CV with the fashion MNIST dataset (10:14)
3. How does SoftMax work? (7:52)
4. Normalizing and Standardization (5:22)
5. Challenge (15:01)

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