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
61,610 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.

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.

Filter by:

201 - 225 of 7,073 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By WALEED E

Jan 8, 2019

By Basel O

Nov 8, 2020

By Ruthuparna K

Jul 9, 2020

By 石啸

Feb 15, 2020

By Saimur A

Aug 2, 2020

By J A

Sep 8, 2017

By Amaranath B

Oct 13, 2019

By Naveen K

Sep 25, 2017

By Daniel V I

Feb 9, 2020

By GAUTHAM M N

Oct 16, 2020

By GAURAB B

Jun 19, 2019

By zhijun l

Dec 6, 2018

By shaila a

Jul 26, 2020

By olimoz

Aug 14, 2017

By Manoj K K

Oct 29, 2020

By Adail M R

Sep 13, 2017

By Diego A P B

Mar 6, 2018

By K R

Jun 12, 2020

By RUDRA P D

Jun 6, 2020

By Nestor H

Jun 5, 2018

By Jay P G

Dec 30, 2019

By Shivdas P

Dec 24, 2019

By Tamás K

Aug 3, 2019

By Eulier A G M

Aug 31, 2019

By Suhas P

Sep 21, 2017