Chevron Left
Back to Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

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

4.9
stars
61,584 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

JS

Apr 4, 2021

Fantastic course and although it guides you through the course (and may feel less challenging to some) it provides all the building blocks for you to latter apply them to your own interesting project.

Filter by:

251 - 275 of 7,066 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By jxtxzzw

Mar 16, 2020

By Mahbubur R

Jun 6, 2018

By Ian C

Oct 1, 2017

By Pawan S S

Jan 8, 2021

By Jeroen M

Jan 10, 2018

By Jeff R

Oct 2, 2017

By Pranshu A

Aug 22, 2020

By Murat T

Dec 23, 2018

By Gilles D

Sep 5, 2017

By Xuefeng P

Aug 29, 2017

By Akash K

Mar 20, 2021

By Ali n

Jul 7, 2020

By Mihai C L

Jan 21, 2018

By Ferry v A

Mar 22, 2021

By Vlad M

Sep 7, 2018

By Adam F

Nov 1, 2021

By Evandro R

Oct 22, 2020

By Brad M

Aug 22, 2019

By Zeinab B

May 4, 2020

By Toby K

Nov 1, 2019

By Ankur T

Nov 21, 2018

By Nhựt Đ M

Jun 26, 2021

By afshin m

Feb 5, 2018

By arulvenugopal

Dec 17, 2017

By Wei L

Aug 26, 2017