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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
52,660개의 평가
5,958개의 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 5,896개 리뷰 중 4251~4275

교육 기관: Corrado S

Nov 10, 2017

Thanks Andrew

교육 기관: Arun S

Nov 04, 2017

Great course!

교육 기관: NIKHIL J

Oct 26, 2017

excellent !!!

교육 기관: Andrew N

Oct 24, 2017

Great course!

교육 기관: 杨骏垒

Oct 21, 2017

Great course!

교육 기관: Noah L

Oct 09, 2017

Great course.

교육 기관: Luyao J

Sep 28, 2017

Great course!

교육 기관: Songphon K

Sep 25, 2017

Great course.

교육 기관: Xinxin

Sep 16, 2017

Good course !

교육 기관: AHMET H E

Sep 11, 2017

So far great!

교육 기관: William G

Sep 07, 2017

very nice A++

교육 기관: Jinshi ( H

Sep 04, 2017

great course!

교육 기관: Bo Y

Aug 28, 2017

Great course!

교육 기관: Andrey S

Aug 24, 2017

Great course!

교육 기관: lee

Aug 24, 2017

I respect you

교육 기관: Lucas G

Aug 23, 2017

Great course!

교육 기관: Danny P

Aug 23, 2017

Great course.

교육 기관: yechunnan

Aug 22, 2017

Great course!

교육 기관: Celestino A

Aug 21, 2017

Great course!

교육 기관: 蒋进进

Aug 20, 2017

Great course!

교육 기관: Krystal P

Aug 04, 2020

Great class!

교육 기관: Neel A

Jul 21, 2020

Exceptional!

교육 기관: Prashant k s

Jul 07, 2020

Great course

교육 기관: 王天乐

Jul 06, 2020

Great course

교육 기관: Francklin R E

Jun 29, 2020

Great course