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学生对 DeepLearning.AI 提供的 Custom Models, Layers, and Loss Functions with TensorFlow 的评价和反馈

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1,100 个评分

课程概述

In this course, you will: • Compare Functional and Sequential APIs, discover new models you can build with the Functional API, and build a model that produces multiple outputs including a Siamese network. • Build custom loss functions (including the contrastive loss function used in a Siamese network) in order to measure how well a model is doing and help your neural network learn from training data. • Build off of existing standard layers to create custom layers for your models, customize a network layer with a lambda layer, understand the differences between them, learn what makes up a custom layer, and explore activation functions. • Build off of existing models to add custom functionality, learn how to define your own custom class instead of using the Functional or Sequential APIs, build models that can be inherited from the TensorFlow Model class, and build a residual network (ResNet) through defining a custom model class. The DeepLearning.AI TensorFlow: Advanced Techniques Specialization introduces the features of TensorFlow that provide learners with more control over their model architecture and tools that help them create and train advanced ML models. This Specialization is for early and mid-career software and machine learning engineers with a foundational understanding of TensorFlow who are looking to expand their knowledge and skill set by learning advanced TensorFlow features to build powerful models....

热门审阅

NP

Feb 3, 2021

It is advanced TF specialization and the way contents are presented in the course are very systematically. Definitely recommended for developers already familiar with TF and wanted to explore further.

MS

Nov 24, 2020

Really great course, it teaches you all about the TF API and how to customize it for your needs, i thought only pytorch can make that as it's really pythonic, but i am a nieve noob what can i say.

筛选依据：

101 - Custom Models, Layers, and Loss Functions with TensorFlow 的 125 个评论（共 226 个）

创建者 Nikolay S

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Feb 28, 2021

This course was fantastic! Laurence and DeepLearning.ai team did great job. Definitely recommended.

创建者 Akshay K

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Dec 28, 2021

The courses are really helpful in understanding the basics of how to build custom things with TF.

创建者 Deleted A

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Jun 29, 2021

very useful to implement our custom networks. Thanks for clear explanation and tangible examples

创建者 Sharath K

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Mar 18, 2023

Excellent and to-the-point instructor. The weekly labs were terrific too and I learned a lot :)

创建者 Gonzalo G N

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Feb 19, 2021

Excelent information really interesting and helpful for developing my projects with Tensorflow!

创建者 Abdelrhman y a m

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Oct 9, 2021

fantastic Course Teach you How u can use TensorFlow and Keras with Professional way so thanks

创建者 Nancy S

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Dec 31, 2021

This course is super concise and useful. I've never thought Tensorflow can be such flexible!

创建者 Rajendra A

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Jul 14, 2021

Excellent course content, videos, labs and assignment with clear instructions or guidelines.

创建者 kishan b

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Oct 19, 2023

Super helpful when it comes to understanding the nuances in Model Architecture and Design

创建者 Adarsh N L

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May 17, 2023

It really helped me a lot to formulate my custom loss function for my research works.

创建者 Yongji W

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Jan 18, 2022

This course is extrememly helpful to help me learn building custom model and layers

创建者 Ahmed K

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Aug 5, 2023

Straightforward, rich and excellent Content , Thank you Deeplearning.ai once again

创建者 sina c

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Dec 7, 2021

Very well design, easy to follow and with great depth of knowledge. Fantastic work!

创建者 Vaibhav B

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Jun 5, 2021

An amazing course! a deep understanding into customising layers,losses and models.

创建者 Lois A L

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Feb 12, 2021

Insightful. I like the built-up of the concepts and how the course was structured.

创建者 Liu Y

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Feb 16, 2021

good enough but can be more complex, week 5 is a little bit useless in my view.

创建者 Yagna G

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Apr 7, 2022

Very useful for building our own network architectures specific to our purpose

创建者 Anselmo M O

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Aug 15, 2021

Curso Fantástico, mescla muito bem a parte pratica com a teórica. Parabéns!

创建者 Fabricio Q

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Nov 19, 2023

Easy to follow course to get started on the advanced aspects of TensorFlow.

创建者 Oliver G

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Oct 20, 2022

Great Course. Very concise and clear explanations and practical examples.

创建者 chakbong l

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Aug 10, 2024

Extremely useful for those who want to build your own deep learning model

创建者 Mojtaba A

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Aug 14, 2022

What a mastered lecturer is Laurence! Good luck for him and Coursera team

创建者 Jacek B

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May 4, 2022

Very nice overview that helps with fast start of some TensorFlow features

创建者 Rajul A

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Jun 1, 2021

Extremely succint but yet had so many hidden gems explained very well.

创建者 Francesco F

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Mar 2, 2022

Very useful topics explained in a clear, complete, and rigourous way.