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Back to Custom Models, Layers, and Loss Functions with TensorFlow

Learner Reviews & Feedback for Custom Models, Layers, and Loss Functions with TensorFlow by DeepLearning.AI

4.9
stars
1,108 ratings

About the Course

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....

Top reviews

RA

Jan 6, 2021

I started this course with the intention of learning the syntax needed to implement VAEs. This course satisfied that requirement perfectly! Thank you :)

MM

Aug 9, 2021

This course consists of good explanations and coding exercises. followed by not overly demanding practical assignments. It is informative and opens the world of Tensorflow models customization.

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176 - 200 of 228 Reviews for Custom Models, Layers, and Loss Functions with TensorFlow

By Abhishek P

•

Mar 3, 2021

Excellent course

By CARLOS A L F

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Aug 19, 2022

Great course!!!

By Hassan S

•

Aug 28, 2024

Amazing course

By Jadesola A

•

Nov 7, 2022

Awesome course

By Shaun S K

•

Jul 15, 2022

Awesome course

By Yash S

•

May 7, 2021

Awesome Course

By Jorge S

•

Mar 29, 2021

Great Course !

By Vượt N H

•

Sep 13, 2021

good tutorial

By Aleksander Z

•

Jan 17, 2021

Thanks a lot!

By Jeganathan V

•

May 20, 2023

Great course

By Abhisek G

•

Apr 5, 2022

Absolute gem

By Hoang D

•

Nov 19, 2021

very helpful

By Farhad A

•

Jul 29, 2021

Really Nice!

By Mohd. F I S

•

Mar 25, 2021

Fine course.

By Socrates M

•

Mar 2, 2021

10 out of 10

By Hùng B Q

•

Sep 18, 2021

nice course

By phát t

•

Jul 26, 2021

fantastic!

By Muhammad m Z

•

Dec 9, 2024

very good

By Nguyễn T Đ

•

Nov 6, 2024

very good

By Vijay K V

•

Jan 1, 2023

Awesome !

By kingjs

•

May 3, 2022

very good

By Javier B

•

Jul 6, 2021

very nice

By Bashar A

•

Mar 16, 2021

Legendary

By Ariel H

•

Jul 11, 2021

Love it

By Muhammad K I

•

May 24, 2024

awesome