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学生对 DeepLearning.AI 提供的 Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的评价和反馈

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63,492 个评分

课程概述

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....

热门审阅

AM

Oct 8, 2019

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

AA

Oct 22, 2017

Assignment in week 2 could not tell the difference between 'a-=b' and 'a=a-b' and marked the former as incorrect even though they are the same and gave the same output. Other than that, a great course

筛选依据：

5001 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5025 个评论（共 7,283 个）

创建者 Vipinkumar G

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Jun 26, 2020

Awesome Course!

创建者 Naman K

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May 29, 2020

Very Insightful

创建者 Aunkit C

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Apr 29, 2020

Amazing course.

创建者 Keisuke S

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Apr 21, 2020

Great Material!

创建者 Sai K V

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Mar 15, 2020

Awesome Course!

创建者 Barinjato R

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Feb 25, 2020

just excellent!

创建者 Zhiping L

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Feb 19, 2020

so excellent！！！

创建者 Bruno K

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Jan 12, 2020

Awesome course!

创建者 Steven H

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Dec 29, 2019

Great as always

创建者 Amrit R

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Dec 16, 2019

Great work sir!

创建者 Julius B

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Oct 24, 2019

Awesome course!

创建者 Ahmed M s

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Sep 8, 2019

Nice experience

创建者 nayeem s

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Jul 19, 2019

Awesome Course!

创建者 Hanchen H

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Jun 17, 2019

理论与实践相结合的的典范课程！

创建者 Quan S

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May 27, 2019

Perfect course!

创建者 Renzo P

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May 21, 2019

Awesome course!

创建者 F M

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May 12, 2019

perfect course!

创建者 C K

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May 11, 2019

Amazing Course!

创建者 Prabesh G

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Mar 5, 2019

Simply the best

创建者 Vishnu N S

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Feb 28, 2019

Great Work !!!!

创建者 Raj

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Jan 17, 2019

Awesome course.

创建者 Deepinder D

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Jan 3, 2019

Awesome course!

创建者 Ilan B

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Dec 9, 2018

excellent cours

创建者 Atul S

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Sep 30, 2018

Simply Awesome.

创建者 Noureddine B

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Sep 26, 2018

Just excellent.