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インペリアル・カレッジ・ロンドン(Imperial College London) による Customising your models with TensorFlow 2 の受講者のレビューおよびフィードバック



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....



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.


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.


Customising your models with TensorFlow 2: 1 - 25 / 28 レビュー

by Sanjay P


This is honestly one of the best courses I've ever done. I had completed the Tensorflow in Practise specialization by 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!

by Dat N


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.

by Patrick H


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

by Chaowalit B


great course

by Harshwardhan P


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!

by Kanji O


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.

by LiangTian


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

by Borja G P


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

by Maximilian


Excellent course!

by Sacha v W


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!!

by Artem K


Very useful course!!! Thanks!

by Ranjan R C


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

by John S


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.

by Zhongtian Y


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

by Dai Q T


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.

by Alvaro O F


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

by HOU Z C


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

by Fabio K


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

by James S


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

by Wong H S


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

by Chanseok K


Great lecture for enhancing your tensorflow implementation

by Renato K (


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

by Fernando S


Awesome course, the best tensorflow advanced course

by Hazem A


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

by Ragul N


Assignments were challenging but doable.