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Learner Reviews & Feedback for Getting started with TensorFlow 2 by Imperial College London

4.9
stars
550 ratings

About the Course

Welcome to this course on Getting started with TensorFlow 2! In this course you will learn a complete end-to-end workflow for developing deep learning models with Tensorflow, from building, training, evaluating and predicting with models using the Sequential API, validating your models and including regularisation, implementing callbacks, and saving and loading models. You will put concepts that you learn about into practice straight away in practical, hands-on coding tutorials, which you will be guided through by a graduate teaching assistant. In addition there is a series of automatically graded programming assignments for you to consolidate your skills. At the end of the course, you will bring many of the concepts together in a Capstone Project, where you will develop an image classifier deep learning model from scratch. Tensorflow is an open source machine library, and is one of the most widely used frameworks for deep learning. The release of Tensorflow 2 marks a step change in the product development, with a central focus on ease of use for all users, from beginner to advanced level. This course is intended for both users who are completely new to Tensorflow, as well as users with experience in Tensorflow 1.x. The prerequisite knowledge required in order to be successful in this course is proficiency in the python programming language, (this course uses python 3), knowledge of general machine learning concepts (such as overfitting/underfitting, supervised learning tasks, validation, regularisation and model selection), and a working knowledge of the field of deep learning, including typical model architectures (MLP/feedforward and convolutional neural networks), activation functions, output layers, and optimisation....

Top reviews

MM

Jan 24, 2021

I already knew the subject, so I was able to go fast, but I really loved the completeness of this course, the approach, the tests, and the capstone project. Basically everything. Very good indeed!

AA

Mar 17, 2021

Provided clear and useful insight into TensorFlow 2. Before the course I had read many of the TF2 guides and tutorials. This course helped solidify my understanding of core TF concepts.

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101 - 125 of 181 Reviews for Getting started with TensorFlow 2

By Jorge B

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Sep 9, 2021

very informative and practice course a interesting option to practice python 3 in tensorflow

By Liu C

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Jan 23, 2021

Great course for people who are familiar with deep learning but not familiar with tensorflow

By Pol L M

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Mar 1, 2021

Excellent course with a lot of projects and practice exercises to consolidate the theory!

By Temidayo A

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Nov 21, 2020

Imagine anything excellent you might say about a course. Then say it about this course.

By Muhammad I

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Jun 8, 2021

Instructors have put a lot of time and energy to prepare lectures. Thank you so much.

By Juan S C S

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Oct 18, 2020

Excellent course. The instructors are knowledgeable, and the exercises are on point!

By Minhao Z

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Nov 11, 2020

This course is the entrance to the production use of TensorFlow and neural network.

By Nijat S

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Jan 4, 2021

Excellent course. Ä° learned many things about tensorflow ,keras and deep learning

By MOHAMEDELFATEH M A B

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Feb 9, 2023

Very informative. Good to start with for learning deep learning and TensorFlow.

By Chris Q

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Jul 29, 2021

This is a well structured course, a good starting point to explore tensorflow.

By Julio P

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Feb 12, 2023

This was one of the best courses I've ever taken. Very good and very useful!

By KELKAR A J

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Apr 6, 2021

Great course with good details for working with actual coding of tensorflow.

By steven t

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Aug 4, 2021

This is a comprehensive and great course about Tensorflow I have ever seen.

By Leonardo E

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Sep 28, 2020

excellent course. much better than official Google courses I've taken here

By Deleted A

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Oct 23, 2020

Excellent course to learn the fundamentals of Keras and TensorFlow APIs.

By Zeeshan K Y

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Apr 3, 2022

I am glad to finished this greatest course.

Thank you all createors.

By Yusuf C

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Dec 1, 2022

i guarentee you that you're gonna be great coach in this course.

By Jeffrey B

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Jan 9, 2021

Great course if you are interested in implementing NN with TF2!

By Gustavo

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May 29, 2021

I really like the way the code was explained, straightforward

By Ilya L

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Sep 23, 2023

Excellent introduction to the key Tensorflow modules/tools.

By Rajendra A

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Jun 15, 2021

Excellent course videos, lab sessions and capstone project.

By Matias A

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May 19, 2021

Great course, many examples plus a code-along on each unit.

By Hugh G

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May 25, 2021

Thanks to the team, this course was very useful and clear!

By Houssam B

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Nov 15, 2021

Very informative course, everything was well explained

By Yasir A

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Nov 30, 2020

A very good course. It was organised and easy to learn.