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
61,598 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

NA

Jan 13, 2020

After completion of this course I know which values to look at if my ML model is not performing up to the task. It is a detailed but not too complicated course to understand the parameters used by ML.

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

Filter by:

226 - 250 of 7,070 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Chandan N

Nov 27, 2019

By Saransh M

Aug 20, 2019

By Shuvayan G D

Jun 16, 2019

By Mohd F

May 17, 2019

By Ivan T

Feb 4, 2018

By Jonah N

Jun 4, 2018

By Arpit B

Sep 11, 2017

By Zihao Z

Apr 25, 2020

By Yan

Apr 13, 2019

By Jayant R

Feb 24, 2019

By ALBERICO S D L F

Apr 12, 2020

By Edwin G

Dec 12, 2017

By Hellen

Sep 21, 2020

By Virginia A

Apr 7, 2020

By Karan S

Apr 27, 2019

By Anand K M

Feb 10, 2018

By Senthil V V

Jun 25, 2020

By OMAL P B

Feb 24, 2020

By Tanveer M

Aug 27, 2019

By Murali T

Jan 14, 2021

By Satvik C

Sep 10, 2020

By Hari G S

May 13, 2020

By Bernard O

Oct 23, 2018

By Sinkovics K

Aug 15, 2018

By Dinesh T

Feb 17, 2021