Skill

Build a Multi-Class CNN Classifier with TensorFlow

July 2024 with Jonathan Barrios

  • 5 videos
  • 55 mins
Join Jonathan Barrios as we learn to build a convolutional neural network (CNN) that can classify input data into more than two categories. We'll practice preprocessing data, building a model and refining it until we like how our multi-class CNN classifier works.

Recommended Experience
  • Basic understanding of Python programming and TensorFlow
  • Experience with data preprocessing
  • Familiarity with hyperparameter tuning
Related certifications
  • None at this time
Related Job Functions
  • Machine learning engineer
  • Data scientist
  • Computer vision engineer
Kelvin brings a wealth of networking and systems administration knowledge to CBT Nuggets. More recently, he has focused on honing his automation and DevOps skills.
Get started
Jonathan Barrios
Jonathan Barrios
Trainer

Skill Outline

  1. 1. Binary to Multi-Class Classification | EDA (6:52)
  2. 2. Milestone Challenge 1 (48:43)

Quizzes & Practice Exams

Reinforce core concepts and new skills with built-in quiz questions, and exams.

Virtual Labs

Explore new technology and apply your expertise in customized virtual labs.

Free Flashcards

Flashcards help you reinforce what you’ve learned before exam day.

Learn this skill and so much more!

Get started

Gain instant access to our entire IT training library, free for your first week. Train anytime on your desktop, tablet, or mobile devices.

Not sure where to start?
Call 541-284-5522 or try our .

What is it like to train with us?

Our learners say it best.

Helps me learn the skills I need when I need them

THOMAS S. | SYSTEMS ENGINEER & CONSULTANT
Read Reviews
Get CBT Nuggets IT training news and resources

I have read and understood the privacy policy and am able to consent to it.

© 2026 CBT Nuggets. All rights reserved.Terms | Privacy Policy | Accessibility | | Sitemap | 2850 Crescent Avenue, Eugene, OR 97408 | 541-284-5522