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

4.9
stars
63,405 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

DD

Mar 28, 2020

I have done two courses under Andrew ng and I am grateful to Coursera for their highly optimised and easily learning course structure. It has greatly help me gain confidence in this field. Thank you.

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

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3551 - 3575 of 7,274 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Daniil M

Mar 23, 2022

Great course.

Very clear and useful information.

By Janendra H D A

Jan 4, 2021

Fantastic. Really helpful for beginners like me

By Prakhar C

Dec 17, 2020

Great course on improving deep neural networks!

By peilang

Sep 7, 2020

have mastered how to optimize a neural network.

By John W

Aug 23, 2020

very helpful course for me to start learning NN

By Pinninti A

Aug 16, 2020

Excellent flow of teaching and good assignments

By Mullangi R

Jun 6, 2020

exceptionally good , way of teaching is awesome

By Sooraj S

May 25, 2020

This is my first study on hyperparameter tuning

By Jayesh S

May 18, 2020

great intuition about different hyperparameters

By suyash s

May 11, 2020

Exceptional Teaching by Andrew Ng. Thanks Alot.

By Kingsley N K K

Mar 21, 2020

Good guideline and full of useful information.!

By Ignacio R L

Feb 22, 2020

Great course to learn about models optimization

By Harshal D

Dec 23, 2019

very helpful for learning improving performance

By GÖNÜL S

Nov 24, 2019

It is really impressive and instructive course!

By Zhen T

Nov 16, 2019

Very good clarification in lecture and homework

By Sannyii

Nov 13, 2019

the lecture is a litte fast, but is very useful

By malte c

Sep 3, 2019

Entertaining and insightful, always a pleasure!

By Sylvain L

Aug 21, 2019

Excellent mix of theory and practical examples.

By JIMMYKUMAR A

Jul 14, 2019

Great course, programming assignment was great.

By Emircan K

Apr 25, 2019

Exceptional teaching by Andrew Ng. As always...

By Pieter J V V V

Mar 28, 2019

Very clear explanations, well guided exercises.

By Praneet A M

Feb 5, 2019

Great course with an excellent course structure

By dzw

Oct 12, 2018

Very good tips on improving nn!

Love Prof. Ng!!!

By Vishal C

Jul 19, 2018

Very helpful for me especially Tensorflow part.

By Lawrence F

Mar 14, 2018

Andrew Ng knows how to simplify complex things.