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

4.9
stars
63,156 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

AS

Apr 18, 2020

Very good course to give you deep insight about how to enhance your algorithm and neural network and improve its accuracy. Also teaches you Tensorflow. Highly recommend especially after the 1st course

HD

Dec 5, 2019

I enjoyed it, it is really helpful, id like to have the oportunity to implement all these deeply in a real example.

the only thing i didn't have completely clear is the barch norm, it is so confuse

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5676 - 5700 of 7,249 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By SHANKAR K

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Feb 12, 2023

Awesome.

By Nam D

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Jul 24, 2021

Chicken

By Thomas L

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Jun 29, 2021

Amazing!

By Hasindri S W

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May 6, 2021

the best

By Musa B

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Feb 13, 2021

Amazing.

By Efecan A

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Nov 7, 2020

PERFECT!

By Leone V E

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Oct 21, 2020

exelente

By Malèk R

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Sep 12, 2020

Good Job

By Aravind R K

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Aug 26, 2020

Amazing!

By Cristhian S

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Aug 18, 2020

Amazing!

By Rafaela M M

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Jul 6, 2020

Awesome!

By NARAIN S M S

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Jun 30, 2020

Loved it

By Semih T

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Jun 10, 2020

Awesome!

By Jaideep R G

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May 21, 2020

Awesome!

By Joe M

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Apr 18, 2020

非常直观的讲解！

By Juno, S C L

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Apr 3, 2020

nice one

By Yan H

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Mar 8, 2020

Awesome!

By Ondar A

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Mar 2, 2020

Perfect!

By Fabrice H T

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Jan 29, 2020

Super!!!

By Venkata k c

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Dec 14, 2019

Good one

By Alexander S

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Jun 27, 2019

Awesome!

By Jose A P L

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Jun 21, 2019

Perfecto

By Shimin Z

•

Apr 22, 2019

学习到了很多知识

By Lucifer Z

•

Mar 28, 2019

awesome!

By 刘少凡

•

Mar 9, 2019

Wondeful