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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
1,103 ratings

About the Course

In this course, you will: 鈥� 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. 鈥� 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. 鈥� 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. 鈥� 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 7, 2021

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

AM

Jan 20, 2021

Best code explanations. Any beginner in TensorFlow/deep learning can follow this course. Bits and bytes of TensorFlow Functional API have explained.

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126 - 150 of 226 Reviews for Custom Models, Layers, and Loss Functions with TensorFlow

By Duc A L

鈥�

Mar 15, 2021

After course, I can create your own custom model from research paper

By Leah P

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Feb 22, 2021

Advanced technique explained very easy way. Very informative course

By Amir K

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Jun 25, 2022

very excellent and effective and applicable

teacher tech very well

By Vine N

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Jan 24, 2022

It is a great course, easy to follow through and so much to learn!

By liangyi

鈥�

Dec 5, 2022

Thank you course team, you have helped many people in the world 锛�

By Victor D

鈥�

Aug 26, 2022

Great classes teaching the step out of the basics with Tensorflow

By Cathay D

鈥�

Apr 7, 2022

Learning Points:

- create custom layers, loss functions, callbacks

By Anushka N

鈥�

Sep 3, 2023

Great course to level up from basic TF models to customization!

By Dina L

鈥�

Apr 25, 2021

Well and Clear Organised content and very friendly guided labs.

By Saif U R

鈥�

May 29, 2025

The courses are very short and easy. Notebooks are very handy

By Abdeldjalil S

鈥�

Feb 27, 2022

Mr Laurence is the best he develops my programmation skills

By Luiz d

鈥�

Mar 8, 2023

Very useful topics about advanced deep networks modelling

By Martin T

鈥�

Feb 21, 2022

Muy buen curso sumamente contento de haber lo realizado!

By Sandeepa K

鈥�

Jan 14, 2023

valuable course to get some deep insights to tensorflow

By Muhammad A

鈥�

Jul 13, 2021

Excellent Content and Easy to learn even advance things

By Mala C

鈥�

Feb 26, 2021

thanks, simplified and explained concepts very well.

By Ed H C

鈥�

Jan 23, 2021

Not an easy course to take but worth to relearning .

By Nam T T

鈥�

Jun 9, 2023

the course is very detailed and easy to understand

By Salim L

鈥�

Sep 14, 2024

I feel more confident now to work as AI Engineer

By Yingding W

鈥�

Apr 12, 2021

Very great and up-to-date tensorflow 2.x content

By Raziel Z R

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Feb 24, 2021

I must admit that it's better than I can imagine

By Pablo S

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Dec 18, 2023

full of great ideas and tips, great instructor

By anand r

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Feb 17, 2021

excelllent course to understand tensorflow api

By Amit M

鈥�

Jul 1, 2021

Shows the ease of developing custom models.

By Mustafa J F

鈥�

Aug 14, 2023

Excellent course for tensorflow developer