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

4.7
stars
6,521 ratings
1,017 reviews

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 upcoming Machine Learning in Tensorflow 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 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

MS
Nov 12, 2020

A really good course that builds up the knowledge over the concepts covered in Course 1. All the ideas are applicable in real world scenario and this is what makes the course that much more valuable!

RB
Mar 14, 2020

Nice experience taking this course. Precise and to the point introduction of topics and a really nice head start into practical aspects of Computer Vision and using the amazing tensorflow framework..

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926 - 950 of 1,010 Reviews for Convolutional Neural Networks in TensorFlow

By Daniel Y

Feb 27, 2021

Disappointing. This is more like Python course. Deep Learning specialization CNN course teaches you x100 more.

By Mohammed F

Jul 6, 2019

Could have dived more into the details and inner workings of Convolutional layers but overall awesome course.

By Alexey V

Nov 22, 2019

complex ideas in very basic tasks that you can easily accomplish by copy-pasting from provided notebooks.

By Shubham A G

Aug 25, 2019

Lacks depth and complexity. The course is geared more towards complete newbies or high school graduates.

By Frank W

Jul 17, 2020

The programming tasks are not very helpful. The main difficulty is that unknown methods should be used.

By Michael E

Feb 14, 2020

Would like to have seen some information on techniques such as batch normalization and residual layers.

By Nahum P

Sep 22, 2020

Final work had almost no connection to what you learned during the course.

Not enough hands on.

By Geoff G

Aug 17, 2020

The topics are explained very briefly.There is no in depth coverage of the mentioned topics

By Sajal C

Mar 31, 2020

Course is good however there can be programming assignments for better practice.

By Javier I R

Nov 15, 2020

Great course, but the last exam was miles away from the things presented on it.

By Ashish J

Jul 3, 2020

this could have been better if object detection and segmentation was a part of

By Enyang W

Nov 6, 2019

too easy! not much to learn actually. all the videos could be one lesson only

By vedansh s

Sep 13, 2019

The concepts are not as clear as in other courses.

Dissapointed a little bit

By Wellington B

Aug 5, 2019

need to watch Andrew Ng's course on deep learning before watching this one

By Aditya S

Jan 17, 2021

Week 4 assignment has a faulty csv file. Labels not correctly loaded

By Joey Y

Aug 4, 2019

The course seems to be getting more loose than the first course.

By Moustafa S

Jun 26, 2020

the same problems with the auto graders, it's exhausting sadly

By Pranav H

Dec 2, 2019

Coding exercises should be made compulsory and for the grade

By Eyal B

Feb 16, 2020

Didn't provide a real understanding for transfer learning

By MOUAFEK A

Jan 4, 2020

not much of insights or details, and it's too easy!

By Alejo G

Oct 6, 2019

A lot of boilerplate code with few new concepts

By Mikołaj M

Oct 12, 2020

The course covers elementary techniques.

By Victor S

Sep 4, 2020

Useful course. Just a bit unstructured.

By Bojiang J

Mar 7, 2020

Content too easy and not engaging....

By Aymen M

Mar 20, 2021

The last assignment is malformed