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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
stars
Оценки: 42,072
Рецензии: 4,492

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

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.

Фильтр по:

4276–4300 из 4,426 отзывов о курсе Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

автор: luca s

Nov 07, 2017

Some error in assessment

автор: Mihir T

Nov 05, 2017

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автор: Ashwin m

Jun 30, 2019

Very nice,good learning

автор: Manuel F

Dec 27, 2018

Good job! Thanks a lot.

автор: Georgios K

Feb 23, 2018

A great course as well.

автор: suraj s

Jun 22, 2019

It was amazing course.

автор: Anna K W

Aug 15, 2018

homeworks too simple!!

автор: Wurihan

Mar 05, 2018

有点难懂,不过通过编程练习依然学到很多东西。

автор: 김진수

Feb 18, 2019

This course was good.

автор: DANG R

Jun 17, 2018

some kind of abstract

автор: 侯凌

Dec 02, 2017

Need slides and notes

автор: 石诚

Nov 21, 2017

week 3 has some typos

автор: Amardip G

Apr 22, 2019

Useful for Debugging

автор: Cosmin D

Oct 10, 2018

Good course overall!

автор: onkar p

Dec 29, 2017

Another Great Course

автор: Eamonn G

Sep 04, 2019

Overall good class.

автор: Gerrit V

Aug 19, 2019

Sometimes quit slow

автор: akshay v

Jun 28, 2019

a little difficult

автор: shudhatma

Jun 17, 2018

A very good course

автор: Michael A

Mar 15, 2019

Add more quizzes.

автор: Nono

Oct 31, 2019

Thank you,Andrew

автор: Frederick

Oct 06, 2018

very good course

автор: Juan C

Nov 20, 2017

Very Good Course

автор: S B

Aug 19, 2017

Fantastic course

автор: Oceanusity

May 11, 2019

pretty good one