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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

Оценки: 61,588

О курсе

In the second course of the Deep Learning Specialization, you will open the deep learning black box to understand the processes that drive performance and generate good results systematically. By the end, you will learn the best practices to train and develop test sets and analyze bias/variance for building deep learning applications; be able to use standard neural network techniques such as initialization, L2 and dropout regularization, hyperparameter tuning, batch normalization, and gradient checking; implement and apply a variety of optimization algorithms, such as mini-batch gradient descent, Momentum, RMSprop and Adam, and check for their convergence; and implement a neural network in TensorFlow. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

Лучшие рецензии


4 апр. 2021 г.

Fantastic course and although it guides you through the course (and may feel less challenging to some) it provides all the building blocks for you to latter apply them to your own interesting project.


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

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126–150 из 7,068 отзывов о курсе Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

автор: Parab N S

25 авг. 2019 г.

автор: Xizewen H

5 окт. 2017 г.

автор: Ivanovitch S

28 февр. 2020 г.

автор: Ayush K J

10 февр. 2018 г.

автор: Marcio R

15 нояб. 2018 г.

автор: Arun S

13 апр. 2019 г.

автор: Teyim, M P

1 янв. 2018 г.

автор: Yonas T

28 окт. 2017 г.

автор: Jean T

7 февр. 2018 г.

автор: David R R

15 нояб. 2017 г.

автор: K W

5 сент. 2020 г.

автор: Sikang B

1 апр. 2018 г.

автор: Chinmay K K C

10 мая 2020 г.

автор: Durgaprasad N

19 янв. 2020 г.

автор: Itay M

8 мар. 2021 г.

автор: David B

24 июля 2019 г.

автор: Heinz D

6 нояб. 2019 г.

автор: Jaime M M

29 мая 2019 г.

автор: Renzo B

27 авг. 2019 г.

автор: Mehedi H

23 сент. 2017 г.

автор: Mikhail G

7 мар. 2020 г.

автор: Chong O K

31 окт. 2020 г.

автор: Ganesh S V M K

2 авг. 2020 г.

автор: Lyle T

14 сент. 2017 г.

автор: Jonathan M

1 мая 2020 г.