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
61,587 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

AB

Aug 26, 2021

Amazing course which focus on the theoretical part of parameters tuning, but it needs more explanation of Tensorflow, as I felt a little lost in the last project. Except that, it is an amazing course.

XG

Oct 30, 2017

Thank you Andrew!! I know start to use Tensorflow, however, this tool is not well for a research goal. Maybe, pytorch could be considered in the future!! And let us know how to use pytorch in Windows.

Filter by:

101 - 125 of 7,068 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Raimond L

Aug 20, 2017

By P M K

Nov 26, 2017

By Sachita N

Jun 18, 2018

By kindalin

Jul 31, 2019

By Joppe G

Aug 13, 2017

By Rajeev B A

Nov 17, 2017

By Marcel M

Jun 1, 2018

By Artem M

Apr 22, 2018

By Daniel C

Jan 13, 2018

By Alexander H S

Apr 7, 2021

By Pedro B M

Feb 4, 2019

By Johnathan T

Sep 1, 2017

By Anton V

Jun 13, 2018

By AVADH P

Jan 7, 2020

By Yuri C

Jan 22, 2021

By Matheus B

Sep 22, 2017

By Joe M

Jul 14, 2019

By Nidhi V S

Apr 27, 2020

By Ricardo S

Dec 17, 2017

By Holger O

May 23, 2019

By David F

Sep 16, 2017

By Sergio B S

Aug 1, 2018

By Amit K

Dec 4, 2018

By Eleanna S

Mar 4, 2018

By Hugo v d B

Sep 26, 2017