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Learner Reviews & Feedback for Convolutional Neural Networks in TensorFlow by DeepLearning.AI

4.7
stars
8,217 ratings

About the Course

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This course is part of the DeepLearning.AI TensorFlow Developer Specialization and will teach you best practices for using TensorFlow, a popular open-source framework for machine learning. In Course 2 of the DeepLearning.AI TensorFlow Developer Specialization, you will learn advanced techniques to improve the computer vision model you built in Course 1. You will explore how to work with real-world images in different shapes and sizes, visualize the journey of an image through convolutions to understand how a computer “sees” information, plot loss and accuracy, and explore strategies to prevent overfitting, including augmentation and dropout. Finally, Course 2 will introduce you to transfer learning and how learned features can be extracted from models. The Machine Learning course and Deep Learning Specialization from Andrew Ng teach the most important and foundational principles of Machine Learning and Deep Learning. This new deeplearning.ai TensorFlow Specialization teaches you how to use TensorFlow to implement those principles so that you can start building and applying scalable models to real-world problems. To develop a deeper understanding of how neural networks work, we recommend that you take the Deep Learning Specialization....

Top reviews

RR

Jun 14, 2020

Great course to learn newer aspects of TF. For me a great revision of ConvNets and a confidence builder. If there's one thing I'd fix, it would be the autograder and how often it crashes.

AR

Oct 2, 2019

The course is really nice. But would be better if the convolutional layers were a bit more detailed. It was a bit difficult for me to understand all the parameters e.g: input/output filter size.

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1051 - 1075 of 1,269 Reviews for Convolutional Neural Networks in TensorFlow

By Shankar K M

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Feb 11, 2020

Very repetitive examples and howe works.

By Rajesh T (

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Jan 12, 2020

Need more depth and real life scenarios.

By Vaidic J

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May 25, 2020

little more explanations were required

By Muthiah A

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Jan 6, 2020

Useful continuation for practitioner.

By Saniya S

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May 26, 2020

Assignment submission was very slow.

By Renato R

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Jan 6, 2020

needs to be more advanced too basic

By Ayesha S N

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Aug 11, 2022

good course, but less information

By H A H

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Oct 5, 2020

A very good course...thank you sir

By Terence Y

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Aug 2, 2022

Good course for new step into CNN

By Dr s g

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Oct 28, 2020

a great course for quick learning

By Ahmad O

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Aug 30, 2020

Assignments needs to be improved.

By Surekha P

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May 5, 2020

Learnt to code a CNN effectively!

By Muhammad U U

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Dec 8, 2019

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By Yufei M

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Jul 26, 2019

I think the quiz should be harder

By Xinhui H

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Sep 16, 2019

Some overlap with first course.

By Madhu K

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Jun 17, 2020

Pretty much enhanced my skills

By Charles Z

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Dec 18, 2019

Too little things were covered

By 06_Afras A P

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Oct 4, 2023

it only teaches basic things

By Luan

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Oct 14, 2021

Some labs need to be updated

By Lorenzo R N

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Dec 9, 2020

Course is missing classnotes

By Subhendu M

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Aug 12, 2020

A nice well-balanced course.

By Rohit K S

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Sep 18, 2020

Mind Boggling Experience!!

By Walter G

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Nov 30, 2019

A very brief quick course.

By Guilherme M

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Jun 10, 2019

Bom curso, muito prático.

By Loutzidis A

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Mar 16, 2020

The quiz were quite easy