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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

54,353개의 평가
6,208개의 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


Oct 31, 2017

Thank you Andrew!! I know start to use Tensorflow, however, this tool is not well for a research goal. Maybe, pytorch could be considered in the future!! And let us know how to use pytorch in Windows.


Dec 24, 2017

Exceptional Course, the Hyper parameters explanations are excellent every tip and advice provided help me so much to build better models, I also really liked the introduction of Tensor Flow\n\nThanks.

필터링 기준:

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization의 6,135개 리뷰 중 4026~4050

교육 기관: John l

Jan 16, 2019

good course indeed

교육 기관: Frédéric M

Nov 13, 2018

Really good course

교육 기관: twice154

Nov 07, 2018

very good lectures

교육 기관: 伟 刘

Oct 13, 2018

Thanks for The Ng!

교육 기관: 郑非

Oct 03, 2018

Very Nice Course !

교육 기관: Rohit S

Jun 01, 2018

as always the best

교육 기관: 徐海

Apr 26, 2018


교육 기관: 김원웅

Apr 21, 2018

God of all courses

교육 기관: 夜雨飘零

Apr 14, 2018


교육 기관: Sanjay K

Jan 27, 2018

Its Andrew Ng. wow

교육 기관: Dongxu Y

Jan 11, 2018

thank you so much.

교육 기관: Kai Z

Dec 26, 2017

Good demonstration

교육 기관: César J N R

Nov 17, 2017

Really nice course

교육 기관: Joseph L

Nov 15, 2017

Very useful course

교육 기관: adi c b

Nov 04, 2017

one word: Awesome!

교육 기관: Shabbir T

Oct 09, 2017

Excellent Program!

교육 기관: luolongzhi

Oct 05, 2017


교육 기관: 杜永生

Aug 31, 2017


교육 기관: bexvan

Aug 30, 2017

i like this course

교육 기관: 旻茜 陈

Aug 21, 2017

very useful course

교육 기관: Iván V P

Aug 16, 2017

just incredible :D

교육 기관: Hien P

Aug 14, 2017

Execellent course!

교육 기관: AlexandrescuAndrei-Robert

Sep 13, 2020

Very informative.

교육 기관: Mohammad F

Sep 10, 2020

excellent course!

교육 기관: Stacy M

Sep 05, 2020

I like the course