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Learner Reviews & Feedback for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization by DeepLearning.AI

4.9
stars
63,491 ratings

About the Course

In the second course of the Deep Learning Specialization, you will open the deep learning black box to understand the processes that drive performance and generate good results systematically. By the end, you will learn the best practices to train and develop test sets and analyze bias/variance for building deep learning applications; be able to use standard neural network techniques such as initialization, L2 and dropout regularization, hyperparameter tuning, batch normalization, and gradient checking; implement and apply a variety of optimization algorithms, such as mini-batch gradient descent, Momentum, RMSprop and Adam, and check for their convergence; and implement a neural network in TensorFlow. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

Top reviews

BT

Oct 19, 2017

loved it. the structure of the course, the assignments, tutorials were great!particularly, the tensorflow tutorial was a hit!!Cheers to Andrew who made it look much easier that I thought it would be!

AA

Oct 22, 2017

Assignment in week 2 could not tell the difference between 'a-=b' and 'a=a-b' and marked the former as incorrect even though they are the same and gave the same output. Other than that, a great course

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5251 - 5275 of 7,283 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Shaik A A

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Mar 30, 2021

Very Helpful

By Hoa N

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Mar 4, 2021

Good course!

By Mohamed A F

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Jan 2, 2021

great course

By Daniel U

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Dec 20, 2020

Excellent!!!

By Veera M R G R

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Dec 2, 2020

Great course

By Nathan D

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Oct 27, 2020

Great Course

By LiangHao

•

Oct 8, 2020

Great class!

By Minhazul A

•

Sep 18, 2020

just awesome

By Saransh G

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Sep 9, 2020

Great Course

By Mohamed M

•

Sep 7, 2020

Thank you ^^

By Abylaikhan Y

•

Sep 7, 2020

Good course!

By Sơn N (

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Aug 31, 2020

super useful

By Jyoti P S

•

Aug 29, 2020

Thank you :)

By Oriol A L

•

Aug 28, 2020

Really good!

By Daoyi G

•

Aug 21, 2020

Good course!

By Krystal P

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Aug 3, 2020

Great class!

By Neel A

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Jul 21, 2020

Exceptional!

By Prashant K S

•

Jul 7, 2020

Great course

By 王天乐

•

Jul 6, 2020

Great course

By Francklin R E

•

Jun 28, 2020

Great course

By AGNIVA C R

•

Jun 27, 2020

Just amazing

By Anand K

•

Jun 25, 2020

Great course

By Thong N V

•

Jun 20, 2020

great course

By shivam g

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Jun 12, 2020

great course

By Jiaquan P (

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Jun 8, 2020

Learn a lot!