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Learner Reviews & Feedback for Classification of COVID19 using Chext X-ray Images in Keras by Coursera Project Network

4.5
stars
22 ratings
8 reviews

About the Course

In this 1 hour long project-based course, you will learn to build and train a convolutional neural network in Keras with TensorFlow as backend from scratch to classify patients as infected with COVID or not using their chest x-ray images. Our goal is to create an image classifier with Tensorflow by implementing a CNN to differentiate between chest x rays images with a COVID 19 infections versus without. The dataset contains the lungs X-ray images of both groups.We will be carrying out the entire project on the Google Colab environment. Please be aware of the fact that the dataset and the model in this project, can not be used in the real-life. We are only using this data for educational purposes. By the end of this project, you will be able to build and train the convolutional neural network using Keras with TensorFlow as a backend. You will also be able to perform data visualization. Additionally, you will also be able to use the model to make predictions on new data. You should be familiar with the Python Programming language and you should have a theoretical understanding of Convolutional Neural Networks. You will need a free Gmail account to complete this project. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions....

Top reviews

HM
Nov 20, 2020

It was a very good and practical project.\n\nThe subject was completely related to the current situation and I really liked this project.

MG
Aug 9, 2021

best guided project I have taken at Coursera so far.\n\nwell explained.

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1 - 8 of 8 Reviews for Classification of COVID19 using Chext X-ray Images in Keras

By Hamed M

Nov 21, 2020

It was a very good and practical project.

The subject was completely related to the current situation and I really liked this project.

By Maryam G

Aug 10, 2021

best guided project I have taken at Coursera so far.

well explained.

By Mann B

Apr 11, 2021

By far the best 'guided project' I have ever come across.

By Muhammad M

Dec 26, 2020

informative

By Sixto R

May 19, 2021

Excellent course, very well explained, only that I would have liked a second architecture to be trained and with more images.

By NG, S L

Feb 20, 2021

It is a useful project. However, the instructor speaks too fast with an accent and I couldn't catch up with her explanations.

By Lorrain G S

Jul 6, 2021

It would have been a five, but currently there is an issue on task 6 with the Tensorflow version that can be easily fixed.

By Aniket Y

Aug 27, 2021

It is chest or chext?