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Вернуться к Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

Отзывы учащихся о курсе Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization от партнера deeplearning.ai

4.9
звезд
Оценки: 56,767
Рецензии: 6,515

О курсе

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....

Лучшие рецензии

NA
13 янв. 2020 г.

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.

AM
8 окт. 2019 г.

I really enjoyed this course. Many details are given here that are crucial to gain experience and tips on things that looks easy at first sight but are important for a faster ML project implementation

Фильтр по:

4301–4325 из 6,437 отзывов о курсе Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

автор: 吴雅婷

22 апр. 2018 г.

最后程序注释中有少量错误,别的很好

автор: Liu H

20 апр. 2018 г.

very good course!

автор: Zhiyuan L

17 апр. 2018 г.

Excellent course!

автор: ZHANG C

6 апр. 2018 г.

Very great course

автор: Pandya N

20 мар. 2018 г.

briefly explained

автор: Vimit D

20 мар. 2018 г.

great explanation

автор: Lucas B

11 мар. 2018 г.

Excellent course.

автор: Xue W

5 мар. 2018 г.

有理论讲解、有编程实践,干货满满。

автор: Kun W Y

4 мар. 2018 г.

Very nice course!

автор: Chang S

4 февр. 2018 г.

Very good course.

автор: Zach P

8 янв. 2018 г.

Excellent course.

автор: Rodrigo T

25 дек. 2017 г.

Excellent Course!

автор: Joaquin T

23 дек. 2017 г.

Amazing, as usual

автор: Lv s

21 дек. 2017 г.

吴恩达老师的课讲解的非常棒 !!!

автор: Shangyu Y

9 дек. 2017 г.

Excellent course!

автор: xiyan

22 нояб. 2017 г.

Excellent course!

автор: Etienne R

19 нояб. 2017 г.

Really complete !

автор: Feliu S B

11 нояб. 2017 г.

Very well taught.

автор: Michael O

10 нояб. 2017 г.

Excellent course!

автор: Alexandre E

10 нояб. 2017 г.

fantastic insight

автор: 林杰

5 нояб. 2017 г.

难易适中,适合学习,感谢吴恩达老师

автор: pratik p

28 окт. 2017 г.

Excellent course!

автор: 刘斌

12 окт. 2017 г.

Marvelous Course!

автор: Jinxi W

28 сент. 2017 г.

Very good course!

автор: Howell Z

11 сент. 2017 г.

Excellent course!