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

7,683 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 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 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 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


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!


Sep 11, 2019

great introductory stuff, great way to keep in touch with tensorflow's new tools, and the instructor is absolutely phenomenal. love the enthusiasm and the interactions with andrew are a joy to watch.

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326 - 350 of 1,184 Reviews for Convolutional Neural Networks in TensorFlow

By Luis C

Sep 26, 2019

Muy buena introduccion a CNN, construyendo Multiclass Classifiers y Binary Classifiers

By Jian C

Nov 1, 2020

I have learned a lot of new ideas and useful tools available in TensorFlow. Thank you!

By Chintan H R

Jul 30, 2020

This is the best course for NN. I learn many things with the best practical knowledge.

By Péter T

Jun 25, 2020

Easy to follow, somewhat more challenging on image (file) processing part than the ML.

By Adhitya R E

May 11, 2020

It's very confusing for the last assignment. I tried hundreds time, finally I succeed.

By Akshay A

Apr 5, 2021

Had a great time learning about convolutional neural networks and various techniques.

By Satyajeet P

Jun 23, 2020

Such a brilliant course!

Explains a lot about TF and Keras, Other trained models, etc.

By Aura C M L

Mar 28, 2022

He aprendido mucho con este curso, es muy practico lo cual se agradece. Recomendable

By Barry M

Mar 22, 2021

Great instructors, very intuitive class. Awesome work and thank you for teaching us!

By Adarsh W

Dec 20, 2020

It was a good CNN course, but I think there should be a week 5 for Object Detection.

By Ahmad F G

Apr 8, 2021

Awesome, To Learn Something New Such as Convolutional Neural Networks in TensorFlow


Apr 11, 2020

The instructor is good. Makes the course look easy. Discussion forums helped a lot.

By Percy L

Sep 20, 2022

Great class! Very clear instructions and goals. Fantastic instructor! Great team!

By F S

Oct 29, 2020

great course, everything is explained just enough, so you can explore them further

By Abhishek S R

Oct 7, 2020

The course is really very helpful in understanding the concepts and applying them.


Oct 17, 2019

Amazing course helps in gathering all the required skills needed for deep learning

By Muhammad I

Apr 27, 2021

a cool practical steps makes me know more about what is going on in intuitive way


Oct 25, 2020

Very nice lessons, going in depths for the ConvNet and training real world images

By Fernando M

Sep 9, 2020

Intresting course, easy to follow,looking forward to complete the specialization.

By Tomasz W

Feb 19, 2022

Great teachers, step-by-step explanations, ready-to-use recipes, very practical.

By David R C S

Jan 6, 2021

Great course if you want to learn some theory of CNN and practice what you learn

By Manoj P

Sep 2, 2020

Simple understanding of concepts .Hands on approach .IN all an excellent course.

By Mahamat M A A

Jul 17, 2019

The way this course was taught very easy and clear. Thank you for both of you :)

By Ashis G

Jul 11, 2020

Only if you want to take the learning process seriously, enroll in this course.

By mohammad a r

Aug 21, 2020

this course was really helpful and it explaining advance topics in simple term