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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
52,522개의 평가
5,940개의 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

CV

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.

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 5,875개 리뷰 중 4076~4100

교육 기관: Noureddine B

Sep 26, 2018

Just excellent.

교육 기관: Shulai Z

Aug 15, 2018

perfect course!

교육 기관: Yuan X

Jul 01, 2018

Great exercise!

교육 기관: ChengFangming

Jun 24, 2018

正常时间刷完,调参侠又进一步了

교육 기관: Kuei P H

Jun 22, 2018

太多技法,感謝Andrew老師

교육 기관: Swastik M

Jun 18, 2018

Awesome content

교육 기관: Alessandro M

Jun 15, 2018

Simply amazing!

교육 기관: Michael M

Jun 15, 2018

Awesome course.

교육 기관: Azamat K

May 30, 2018

It was perfect.

교육 기관: Zheng T

May 24, 2018

有时课件中有些小错误,也能理解

교육 기관: Shalini H

May 17, 2018

Awesome course

교육 기관: Mohamed D

Apr 24, 2018

Merci Beaucoup!

교육 기관: biqiang

Apr 24, 2018

宝贵的超参数调试经验,谢谢分享

교육 기관: Marco D V

Mar 31, 2018

Amazing course!

교육 기관: Francisco J A

Mar 25, 2018

Simply awesome!

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

终于学懂了!多谢Andrew!

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.