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Professional Training
4.4 (18 Reviews)

Image Modeling with Keras

DataCamp, Online
Length
4 hours
Next course start
Start Anytime! (+2 start dates)
Course delivery
Self-Paced Online, In Company
Length
4 hours
Next course start
Start Anytime! (+2 start dates)
Course delivery
Self-Paced Online, In Company
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Course description

Learn to conduct image analysis using Keras with Python by constructing, training, and evaluating convolutional neural networks.

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  • Self-Paced Online
  • Online
  • English

Start Anytime!

  • In Company
  • Online
  • English

Training Course Content

Learn to Use Convolutional Neural Networks in Python Image model often requires deep learning methods that use data to train neural network algorithms to do various machine learning tasks. Convolutional neural networks (CNNs) are particularly powerful neural networks that you'll use to classify different types of objects for the analysis of images. This four-hour course will teach you how to construct, train, and evaluate CNNs using Keras. Turning images into data and teaching neural networks to classify them is a challenging element of deep learning with extensive applications throughout business and research, from helping an eCommerce site manage inventory more easily to allowing cancer researchers to quickly spot dangerous melanoma. Discover Keras CNNs The first chapter of this course covers how images can be seen as data, and how you can use Keras to train a neural network to classify objects found in images. The second chapter will cover convolutions, a fundamental part of CNNs. You’ll learn how they operate on image data and learn how to train and tweak your Keras CNN using test data. Later chapters go into more detail and teach you how to create a deep learning network. Build Your Own Keras Neural Network You’ll end the course by learning the different ways that you can track how well a CNN is doing and how you can improve their performance. At this point, you’ll be able to build Keras neural networks, optimize them, and visualize their responses across a range of applications.

Course delivery details

This course is sold as part of a subscription. You may purchase it individually, or it can also be purchased in bulk for your teams training needs.

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Reviews

Average rating 4.4

Based on 18 reviews.
Reviews are published according to our review policy.
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Anonymous
5/5
11 Nov 2024

i learned a lot from it in a small amount of time

Anonymous
5/5
15 Sep 2024

Through this course I had learned to use Keras for constructed, trained and evaluate neural networks algorithm such as Convolutional neural networks for image analysis.

Anonymous
5/5
06 Sep 2024

well explained details of very important comcepts in image

DataCamp
Data Science Central UK Limited, 25 Luke Street
EC2A 4EE London

DataCamp

DataCamp offers a comprehensive platform for learning data skills, specializing in training individuals and teams in data science, analytics, and AI. With a focus on interactive, hands-on learning, DataCamp provides courses across key programming languages such as Python, R, SQL,...

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