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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

4.8
145 個評分
56 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.

NS

2022年5月22日

highly recommend for everyone. The course and material is well designed will help you gain insight from Tensorflow and ML project workflow.

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26 - Customising your models with TensorFlow 2 的 50 個評論(共 59 個)

創建者 Ashit G

2021年8月13日

Great Course, Got a lot to learn. Few things can be presented well especially in the 3rd the 4th week lab. Rest everything is good.

創建者 Álvaro 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 Yevhen D

2021年4月7日

I recumbent this course.

A lot of practice: notebooks, assessments, capstone project and just enough theory about TensorFlow

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 Ehud A

2022年1月24日

Great course, really helped me getting a much more insightful view to an important package.

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 fan c

2021年3月28日

Very good! Fully learn the TF Framework customization skills to release creativity.

創建者 Anwar R

2022年1月9日

Great follow up for the first course by going deeper to Tensorf Flow 2.0

創建者 Goh K L

2022年1月3日

Good course to build on the foundational knowledge of the first course.

創建者 Rajendra A

2021年7月16日

Excellent course materials, videos, lab sessions and capstone project.

創建者 Ashen I H

2022年3月17日

very well orgainized learning materials and good explanations!

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 akshaykiranjose

2022年6月22日

bravissimo, a really good intro to advanced TF

創建者 Gustavo X A M

2021年2月22日

Great experience, excellent material....

創建者 Ragul N

2021年1月11日

Assignments were challenging but doable.

創建者 Meng O L

2021年2月24日

Excellent! Good learning material

創建者 Jeffrey B

2021年1月27日

Great course, I learned a lot!

創建者 Jac G

2021年5月25日

Dr. Kevin Webster thank you.

創建者 Javier G

2021年9月15日

A challenging course!!

創建者 Ho P D

2021年6月30日

Nice and comprehensive

創建者 Aleksander M

2020年10月26日

Amazing course!