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學生對 伦敦帝国学院 提供的 Getting started with TensorFlow 2 的評價和反饋

4.9
420 個評分
139 條評論

課程概述

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....

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MM
2021年1月24日

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
2020年9月9日

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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126 - Getting started with TensorFlow 2 的 143 個評論(共 143 個)

創建者 MoChuxian

2020年10月27日

very nice course!!!

創建者 Nguyen T S

2022年1月24日

Excellent course!

創建者 Gustavo X A M

2020年11月18日

Excellent course

創建者 Wong H S

2020年11月2日

Awesome content!

創建者 Huang P

2021年2月24日

great course!

創建者 Yuzhe D

2020年12月28日

Great course

創建者 Meng O L

2020年10月27日

Awesome

創建者 Zikun X

2020年12月11日

Great

創建者 J H v d M

2021年4月24日

If it were not for the difficulties encountered with using some of the online Labs, esp. the Capstone project, would have been 5 stars (which I rarely give).

I had to resort to using my own 2016 vintage Asus laptop w. 1070 GPU to get the Capstone going; the Lab totally gummed up.

All in all excellent course also as refresher. On to completing the next two now.

Thanks a lot, Jan van de Mortel

創建者 Marcelo B

2021年4月10日

The course is a good introduction to applicable deep learning using Keras. Do not expect any mathematical derivations. These you would need to gather from other courses such as Deeplearning.ai. I enjoyed the quizzes. The capstone project could be made more challenging by exploiting different aspects of layers, benchmarking pre-trained networks, and training strategies.

創建者 Christian C

2020年8月24日

For me, the course lived up to its name. It was not too theory-focused, and focused really on getting started with TensorFlow 2. The programming exercises, which use different well-known datasets, are designed just enough to not feel being spoon-fed. The peer-reviewed capstone project is also a great experience.

創建者 Daniel H

2021年4月1日

A clearly organized and presented course. The capstone project may be a bit challenging because you will need to recall what you learned and apply it to what you may already know or need to go research. It's worth the effort.

創建者 Daniel J

2020年8月19日

Decent overview of the TensorFlow API but does get a little boring after a while. Would be nice to have some discussion of how to design models using the lecture content.

創建者 brunocontreras

2021年7月15日

R​eally good practical course on image analysis with TF. Make sure you know the basics ahead as the main concepts are not explained, just put into practice.

創建者 Evan

2022年1月6日

Nice course, the lecturers taught in a very intuitative way. However the Discussion forum is dead, no support from team

創建者 Harish G

2020年9月1日

Very nicely designed hands on learning course, suggested for all machine learning and tensor flow starters

創建者 Dziem N

2020年6月22日

The programming examples are very helpful. Thank you...

創建者 Ahasanul B H

2020年7月13日

Superb Introduction to Tensorflow