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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

4.9
별점
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

AS

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

NA

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 4201~4225

교육 기관: Dhananjaykuamr o

Jan 08, 2019

great course

교육 기관: To P H

Jan 01, 2019

Great course

교육 기관: 洪天悦

Dec 24, 2018

Good content

교육 기관: Sagun S

Dec 01, 2018

Just AWESOME

교육 기관: T, K

Nov 03, 2018

Nice Course!

교육 기관: Yanxiang Y

Oct 27, 2018

Best course!

교육 기관: Xu T

Oct 19, 2018

very useful.

교육 기관: Udit S

Oct 09, 2018

Great course

교육 기관: eralpozcan

Sep 24, 2018

Andrew Ng <3

교육 기관: Wojciech P

Sep 11, 2018

Great course

교육 기관: Dalai Y

Sep 07, 2018

Very useful!

교육 기관: anupam b

Aug 08, 2018

Good part 2!

교육 기관: 唐志强

Aug 08, 2018

Thanks a lot

교육 기관: 杨潇

Jul 26, 2018

really great

교육 기관: Soumik R

Jul 13, 2018

Great Course

교육 기관: Osama A

Jun 09, 2018

Great Course

교육 기관: AyaHamdy

May 26, 2018

Great Course

교육 기관: 董昊

Apr 24, 2018

Nice course!

교육 기관: Mark L

Apr 22, 2018

great course

교육 기관: 郑晨斌

Apr 09, 2018

Very useful!

교육 기관: Katrina C

Mar 24, 2018

Many Thanks!

교육 기관: 卢亚欣

Mar 07, 2018

very helpful

교육 기관: Mithilesh K S

Jan 29, 2018

Great course

교육 기관: joris l

Jan 22, 2018

Really good!

교육 기관: 郭玮

Dec 25, 2017

Nice course!