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

4.9
stars
63,325 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 ne...
...

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

AM

Oct 8, 2019

I really enjoyed this course. Many details are given here that are crucial to gain experience and tips on things that looks easy at first sight but are important for a faster ML project implementation

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4351 - 4375 of 7,271 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Omar R L

Jan 23, 2019

very useful and fondamental

By Amir K

Jan 17, 2019

To the point and effective!

By Abhishek B

Jan 16, 2019

Awesome Content and tutors!

By Jonathan H

Oct 11, 2018

Very practical and helpful!

By Bogdan P

Sep 24, 2018

The course was very helpful

By Dengrong J

Sep 10, 2018

Very practical and helpful.

By Tiequan L

Jul 18, 2018

Great. Effeicient teaching.

By Clark C

May 18, 2018

It's a great course on DNN.

By Mirzodaler M

Apr 15, 2018

Very useful course. Thanks!

By Shiwei T

Apr 14, 2018

非常棒的课程,推荐所有准备入门深度学习的同学来进行学习

By BD2020

Mar 3, 2018

Thank you, Prof. Andrew Ng!

By Jimmy

Jan 21, 2018

Andrew Ng is still a legend

By Deepak K S

Dec 24, 2017

Great Course. I enjoyed it!

By Tian Z

Dec 8, 2017

Very inspiring and helpful!

By Pranay C

Dec 3, 2017

Very intuitive explanations

By 童宇青

Nov 21, 2017

This course is very great!.

By Chiayu L

Nov 11, 2017

great lecture. Many thanks!

By Alex Y

Oct 7, 2017

Andrew is great, as always!

By Daniel G

Sep 28, 2017

Excellent learning resource

By Prasenjit P

Sep 27, 2017

Superb!! thanks Andrew Ng!!

By Jun W

Sep 19, 2017

Still the best of the best!

By Nir D

Sep 19, 2017

Very clear and interesting!

By Cong Z

Sep 13, 2017

Excellent pace and material

By fengchang

Sep 13, 2017

very good course, thank you

By Dhileeban K

Aug 27, 2017

Gives excellent intuitions.