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

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Оценки: 61,592

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

JS

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.

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

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1–25 из 7,070 отзывов о курсе Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

автор: Brennon B

23 апр. 2018 г.

автор: oli c

9 дек. 2018 г.

автор: Alan S

30 сент. 2017 г.

автор: Lien C

31 мар. 2019 г.

автор: Xiao G

31 окт. 2017 г.

автор: NASIR A

14 янв. 2020 г.

автор: Alexandre M

9 окт. 2019 г.

автор: Md. R K S

15 апр. 2019 г.

автор: Abhishek S

19 апр. 2020 г.

автор: Matthew G

17 апр. 2019 г.

автор: Carlos V

24 дек. 2017 г.

автор: Yuhang W

25 нояб. 2018 г.

автор: Anand R

17 февр. 2018 г.

автор: Abiodun O

6 апр. 2018 г.

автор: Hernan F D

5 дек. 2019 г.

автор: Youdinghuan C

28 дек. 2017 г.

автор: Alessandro T

22 янв. 2018 г.

автор: Hassan S

3 апр. 2018 г.

автор: Glenn B

31 мая 2018 г.

автор: Shah Y A

28 окт. 2019 г.

автор: Stefaan V w

21 авг. 2019 г.

автор: Ethan G

17 окт. 2017 г.

автор: Hequn W

18 апр. 2018 г.

автор: Văn H B

27 мая 2019 г.

автор: Nimish S

15 авг. 2017 г.