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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

50,728개의 평가
5,725개의 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


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.


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 5,671개 리뷰 중 3951~3975

교육 기관: Aravinda G

Mar 13, 2018

Amazing Course!

교육 기관: Roman I

Feb 06, 2018

Awesome course.

교육 기관: Thiago B

Jan 28, 2018

Perfect course!

교육 기관: Aniket P

Dec 25, 2017

Great course!!!

교육 기관: Jürgen R

Dec 22, 2017

Awesome course!

교육 기관: Andrey

Dec 12, 2017

Awesome course!

교육 기관: Jeff X

Dec 07, 2017


교육 기관: Ruoying X

Nov 19, 2017

Very intuitive!

교육 기관: lixiang

Nov 17, 2017

very wonderful!

교육 기관: SWARUP K G

Nov 16, 2017

A great course.

교육 기관: Christina Y

Nov 15, 2017

Awesome course!

교육 기관: Juan

Nov 13, 2017

Excelente curso

교육 기관: Stoyan A

Nov 01, 2017

Great material.

교육 기관: 刘竞博

Oct 30, 2017

could be useful

교육 기관: Rashid A

Oct 29, 2017

Awesome course!

교육 기관: Siddhartha J

Oct 27, 2017

Great course !!

교육 기관: jocundhang

Oct 15, 2017



Oct 11, 2017

Great teaching.

교육 기관: 小林Andy

Oct 06, 2017


교육 기관: Limber

Sep 28, 2017

Really helpful.

교육 기관: Paddy M

Sep 17, 2017

Very practical.

교육 기관: Gowri S

Sep 09, 2017

Awesome Course.

교육 기관: Ce J

Sep 05, 2017

really helpful~

교육 기관: Xuan L

Aug 26, 2017

Great tutorial!

교육 기관: Richard H

Aug 21, 2017

very practical!