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
61,592 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

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.

Filter by:

26 - 50 of 7,069 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Vincent F

Jan 23, 2018

By Aditya B

Jan 12, 2019

By Mohanad A N

Feb 25, 2019

By Yashveer s Y

Jun 2, 2018

By Heshmat S

Dec 26, 2017

By Sebastian C

Dec 31, 2018

By Nkululeko N

Apr 12, 2020

By Svetlana L

Oct 22, 2019

By Robert K

Nov 17, 2017

By Ferenc F P

Mar 8, 2018

By Akanksha D

Dec 31, 2017

By Kévin S

Jul 31, 2018

By Sriram V

Oct 9, 2019

By Joseph S

Apr 5, 2021

By Artyom K

May 9, 2019

By Hugo T K

Jan 16, 2020

By 陈嵘

Dec 5, 2019

By Tang Y

Apr 15, 2019

By David S

Sep 5, 2020

By Ignacio H M

Feb 16, 2020

By kiran g

Jul 14, 2020

By Harsh V

Jan 22, 2019

By KUNJAN M

Jun 12, 2020

By Vinod K

Jan 16, 2018

By Shibhikkiran D

Jul 7, 2019