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学生对 Imperial College London 提供的 Getting started with TensorFlow 2 的评价和反馈

4.9
578 个评分

课程概述

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....

热门审阅

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!

AJ

Sep 9, 2020

Excellent course with thorough practical exercises and most of all I love Kevin Webster teaching style.. Definitely a go to course for anyone who has some basic Deep Learning knowlegde.

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76 - Getting started with TensorFlow 2 的 100 个评论(共 188 个)

创建者 Fabio K

Nov 5, 2020

Very good training. I certainly learned a lot and am getting used to this framework already. Some theoretical background in ML is highly recommended before taking this course.

创建者 Gergely S

Mar 14, 2021

Working along with University PhD students is very helpful! Also, the explanations from Kevin are very detailed with good visualization (highlighted source code lines).

创建者 Mangesh W

Jul 23, 2023

Awesome course for the students who wanted to start the TensorFlow. Instructors are best, explained the topic in a simple word using appropriate practical examples.

创建者 Arash J

Dec 10, 2020

it is an awesome course for anyone with knowledge of deep learning to learn tensorflow. looking forward for other courses in the specialization to learn more.

创建者 Fortià V

May 11, 2021

This is a great course to gain experience using tensorflow 2 and also to reinforce the concepts of Convolutional Neural Networks. I strongly recommend it.

创建者 Hajdu C

May 29, 2023

Amazing course, one of the best so far. The course discusses the Tensorflow 2 framework in a very detailed and practical way. Thanks for the opportunity!

创建者 Ricardo D

Feb 23, 2021

Very good course -- explained the basics of tensorflow 2; very confident at this point that I can start developing my own tensorflow/keras applications.

创建者 Yixuan

Dec 1, 2022

The course is really well desired. I got a chance to practise all the key knowledge through the assignments. All the explanation is clear and concise.

创建者 Fernando S

Nov 13, 2020

Awesome course, the best basic Keras course at Coursera, it should be more promoted, after so much time using TensorFlow, I've just found it now.

创建者 Ton P

Apr 12, 2021

Very nice course, especially when you are already familiar with the deep learning concepts and just want to know how to code them in Tensorflow.

创建者 Ajay A

Nov 22, 2021

Indeed intermediate level course. Useful course. Well designed, focussed, clutter free, comprehensive. Rare to find such course on Coursera.

创建者 LRAV

Oct 26, 2020

This course is terrific! All you need to start coding almost any DL model. Really good to get yourself comfortable with tensorflow.

创建者 Shine B

Jan 10, 2021

A well structured and useful course. I definitely recommend it to anyone who is searching for a solid introduction to TensorFlow.

创建者 siddhesh m

Sep 20, 2022

Really good course on tensorflow, but prior knowlege on the deep learning/ machine learning is needed to get most out of it.

创建者 OBONG

Jan 3, 2022

a very well structured course. If you have some knowledge of deep learning but have never used Tensorflow, this is for you.

创建者 Bokeum J

Aug 6, 2023

Great lecture for understanding the tensorflow2 intro! I'm into the next course already and so excited about what's next!

创建者 stephane d

Dec 30, 2021

Great course with Great teachers. Good complement to deeplearning.ai courses from Laurence Moroney, very good as well :-)

创建者 Ivan O C

Jun 26, 2021

Awesome course to get an updated in TensorFlow 2.0. The approach is very pragmatic without loss of rigor... congrats ICL

创建者 Belen

Feb 23, 2021

This was very well explained and guided. I would love to continue learning on Artificial intelligence and data science.

创建者 Daniel S A R

Nov 11, 2020

It was a very good intro into the sequential API, the coding tutorials are really for beginers as me, thanks a lot!

创建者 S. M H M

Aug 12, 2021

One of the best deep learning courses ever. I should thank Coursera for spreading knowledge into the world.

创建者 R A

Apr 8, 2021

Absolutely loved it, Learned a lot, even got internship based on the knowledge i gained from this course.

创建者 Guillermo N A B

Nov 23, 2020

This is such a great course to get aquainted with TF and gain practice hands-on! Keep the courses coming!

创建者 Sebastian I E J

Nov 16, 2020

Excellent introduction to Tensorflow 2 and review of Machine Learning fundamentals. Highly recommended!