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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
50,998개의 평가
5,753개의 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

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.

필터링 기준:

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization의 5,698개 리뷰 중 4076~4100

교육 기관: harshit s

Dec 31, 2019

Great course.

교육 기관: RAJASEKHARA R D

Dec 01, 2019

simply superb

교육 기관: Nandishsr G

Oct 24, 2019

Nice learning

교육 기관: Risheeka S

Oct 19, 2019

Great course.

교육 기관: Vinay B V

Oct 06, 2019

Great course!

교육 기관: Salaheddin A

Jul 05, 2019

Great course!

교육 기관: Anton V

Jun 10, 2019

great course.

교육 기관: shwetha

May 02, 2019

Very helpfull

교육 기관: 紫色人的心

Apr 15, 2019

希望可以由更多的TF的练习

교육 기관: Anad K

Apr 03, 2019

Great Course!

교육 기관: Tan C M

Mar 08, 2019

Great course.

교육 기관: Zhaiyu C

Dec 13, 2018

learnt a lot!

교육 기관: Hyeongseok Y

Dec 06, 2018

Best lecture.

교육 기관: Bruno F

Nov 16, 2018

Great course!

교육 기관: Ziyang M

Nov 15, 2018

Very Helpful!

교육 기관: WENNI l

Oct 29, 2018

Great course!

교육 기관: 孙晓健

Sep 09, 2018

I learn a lot

교육 기관: fengdeyiji

Sep 05, 2018

benifit a lot

교육 기관: Nikolay

Aug 27, 2018

Great course!

교육 기관: 任晓华

Aug 22, 2018

讲了深度学习优化方法,很赞

교육 기관: Hafiz M W Q

Jul 23, 2018

owsome course

교육 기관: Pavan S

Jul 18, 2018

Great course!

교육 기관: Christopher Y

Jul 02, 2018

Very helpful!

교육 기관: James H

Jun 02, 2018

Great course.