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學生對 伦敦帝国学院 提供的 Customising your models with TensorFlow 2 的評價和反饋

5.0
67 個評分
28 條評論

課程概述

Welcome to this course on Customising your models with TensorFlow 2! In this course you will deepen your knowledge and skills with TensorFlow, in order to develop fully customised deep learning models and workflows for any application. You will use lower level APIs in TensorFlow to develop complex model architectures, fully customised layers, and a flexible data workflow. You will also expand your knowledge of the TensorFlow APIs to include sequence 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 a custom neural translation 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 follows on directly from the previous course Getting Started with TensorFlow 2. The additional 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, CNN, RNN, ResNet), and concepts such as transfer learning, data augmentation and word embeddings....

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DN
2020年8月4日

The lectures are clear and the coding assignments are very relevant and practical. The final project is complex but it is very rewarding once you complete it.

DT
2020年11月23日

I learned a lot from this course, thanks for providing this wonderful course. Can't wait to complete the last one, Probability with Tensorflow 2.

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1 - Customising your models with TensorFlow 2 的 25 個評論(共 28 個)

創建者 Sanjay P

2020年9月4日

This is honestly one of the best courses I've ever done. I had completed the Tensorflow in Practise specialization by deeplearning.ai a couple of months back and took up this course as a refresher but this ended up being so much more! The lecture videos are top quality and explain the basics really well and the coding tutorial videos helped me get some much-needed practice. This course stays true to its name and covers important topics like designing custom models using the Model Subclassing API and using custom training loops. The assignments are very relevant to the course content and the capstone project, when finished, leaves you with a real sense of accomplishment and pride!

創建者 Dat N

2020年8月5日

The lectures are clear and the coding assignments are very relevant and practical. The final project is complex but it is very rewarding once you complete it.

創建者 Patrick H

2020年9月3日

Very well organized tour through Tensorflow 2 API, I learned a lot and enjoyed the course

創建者 Chaowalit B

2020年7月17日

great course

創建者 Harshwardhan P

2020年9月15日

In short, take this course if you want a challenging course where you can learn TensorFlow 2 in depth.

I will add to my review on the first course of the specialization.Kevin and the GTAs do a brilliant job at mainting the assignments and autograders and the learning community is really helpful too in case you get stuck in some part of the assignment or the capstone project. Highly recommended!

創建者 Kanji O

2020年8月18日

This is the best TF course in Coursera. The 4th week for Model subclassing and custom training loops is really informative and fantastic, which gives us full flexibility on TF model construction and training process.

創建者 LiangTian

2020年6月26日

This class is very good , I learned enough knowledge of tensorflow ,such as how to use tf.data ,how to embedding, how to do tokenlization, also I learned how to build customized tensorflow models

創建者 Borja G P

2020年9月13日

Excellent course! 100% recommended for anyone looking for more advanced TensorFlow knowledge.

創建者 Maximilian

2020年9月12日

Excellent course!

創建者 Sacha v W

2020年8月9日

I really like the course. It is repeated what I already knew but gave a lot of insight in customization. The high level course video are great they show the essence in a very clear and consice manner. I hope there are more courses like this coming. For me this was one of the best online courses I have done!!

創建者 Artem K

2020年9月30日

Very useful course!!! Thanks!

創建者 Ranjan R C

2020年9月26日

Scope for improvement, for the RNN, LSTM, and Bi Directional layers.

創建者 John S

2020年12月14日

Absolutely fantastic. The material is presented in a wonderfully concise and lucid way. The difficulty level also ramps up in a way that you really end up testing your understanding of what you've learned. Highly recommended.

創建者 Zhongtian Y

2020年10月21日

It just the last assignment of making a translation model, I had no idea where to start. It would be nicer to include a video to explaining the encoder and decoder mechanism

創建者 Dai Q T

2020年11月24日

I learned a lot from this course, thanks for providing this wonderful course. Can't wait to complete the last one, Probability with Tensorflow 2.

創建者 Alvaro O F

2021年1月8日

Amazing course, amazing specialization. I've always been afraid of Tensorflow, but thanks to this course that has totally changed.

創建者 HOU Z C

2020年11月4日

This course is very challenging, as require concrete understanding on tensorflow to conduct the whole project

創建者 Fabio K

2020年12月29日

Excellent. This course is an extension of the 'Getting started with TensorFlow 2'. Highly recommended.

創建者 James S

2020年11月25日

Excellent Course. I had to go through the lectures one more time to complete the project.

創建者 Wong H S

2020年11月2日

Awesome content! The practical knowledge does help me in my FYP research, thanks a lot.

創建者 Chanseok K

2020年12月15日

Great lecture for enhancing your tensorflow implementation

創建者 Renato K (

2020年12月23日

Really good course!!! :) Thanks for your support!!!

創建者 Fernando S

2020年12月14日

Awesome course, the best tensorflow advanced course

創建者 Hazem A

2020年12月24日

Great Course .. one of the best in TF practices ..

創建者 Ragul N

2021年1月11日

Assignments were challenging but doable.