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Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization(으)로 돌아가기

deeplearning.ai의 Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization 학습자 리뷰 및 피드백

51,190개의 평가
5,782개의 리뷰

강좌 소개

This course will teach you the "magic" of getting deep learning to work well. Rather than the deep learning process being a black box, you will understand what drives performance, and be able to more systematically get good results. You will also learn TensorFlow. After 3 weeks, you will: - Understand industry best-practices for building deep learning applications. - Be able to effectively use the common neural network "tricks", including initialization, L2 and dropout regularization, Batch normalization, gradient checking, - Be able to implement and apply a variety of optimization algorithms, such as mini-batch gradient descent, Momentum, RMSprop and Adam, and check for their convergence. - Understand new best-practices for the deep learning era of how to set up train/dev/test sets and analyze bias/variance - Be able to implement a neural network in TensorFlow. This is the second course of the Deep Learning Specialization....

최상위 리뷰


Apr 19, 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


Jan 14, 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.

필터링 기준:

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization의 5,726개 리뷰 중 4051~4075

교육 기관: Reda O

Sep 19, 2018

Great content!

교육 기관: YU S M

Aug 22, 2018

Good course!!!

교육 기관: Hemant S

Aug 15, 2018

Exceptional !!

교육 기관: John G

Aug 05, 2018

Very practical

교육 기관: 王华嘉

Aug 01, 2018

It‘s great’ !!

교육 기관: David C

Jul 25, 2018


교육 기관: Brian N

Jul 10, 2018

Great course!!

교육 기관: KALYAN K

Jul 03, 2018

Simply superb.

교육 기관: Leon W

Jun 24, 2018

Thx, Andrew!!!

교육 기관: Abhimanyu K

May 16, 2018

awesome course

교육 기관: Nazia P

Apr 28, 2018

Awesome course

교육 기관: Gao Y

Feb 25, 2018

Very practical

교육 기관: Pedro H d O P

Feb 04, 2018

Great course!!

교육 기관: Wuchuan D

Jan 06, 2018

Very practical

교육 기관: donaghy X

Nov 29, 2017


교육 기관: nikhil g

Nov 27, 2017

Just Fantastic

교육 기관: Mohamed A A

Nov 24, 2017

Perfect course

교육 기관: Daniel H K L

Nov 19, 2017

It helps a lot

교육 기관: John S

Oct 29, 2017

Excellent work

교육 기관: Anuj K S

Oct 19, 2017

Awesome Course

교육 기관: Ahmed E S A H

Oct 15, 2017

Amazing course

교육 기관: Shubham

Sep 26, 2017

Simply awesome

교육 기관: Cristian E M V

Sep 23, 2017

A good curse!!

교육 기관: Keith L

Sep 21, 2017

Always Great!!

교육 기관: David P

Sep 16, 2017

Great insights