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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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63,494 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：

4301 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4325 个评论（共 7,283 个）

创建者 MOHSIN A

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Jul 1, 2020

thank you, Prof.AndrewNg sir

创建者 Shehan S

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May 30, 2020

Wonderful course. Thank you.

创建者 Md. F B R

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May 30, 2020

Love you 2 sir Andrew Ng. <3

创建者 Parmar A S

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May 10, 2020

Fabulous must learn once...!

创建者 Shivanand

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May 9, 2020

Great assignment and quizzes

创建者 prarabdh r 1

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Apr 25, 2020

nice course..short and crisp

创建者 Priyansh K

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Mar 25, 2020

nice course and very helpful

创建者 Zhuoran L

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Dec 17, 2019

like Andrew Ng very much!!!!

创建者 Bica V A d S

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Dec 12, 2019

I love how you teach newbies

创建者 Rajeev R

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Jun 20, 2019

Its again a very useful one.

创建者 Artem D

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Jun 9, 2019

Very interesting and useful!

创建者 Varun

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Jun 4, 2019

Nice course, one must do it.

创建者 Ayon B

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Mar 19, 2019

Good explanation of concepts

创建者 Claudio C

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Feb 17, 2019

very useful also for experts

创建者 Guillermo F

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Feb 15, 2019

Excellent course, thank you!

创建者 Pruthvi R R G

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Jan 27, 2019

Superb Course for beginners!

创建者 Zhiliang W

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Jan 25, 2019

Great lectues and exercises!

创建者 Chethan K

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Jun 10, 2018

Best course in this segment.

创建者 Mihai-Florin A

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May 5, 2018

Excellent course, as always!

创建者 awesyang

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Mar 31, 2018

Great course! Thanks Andrew!

创建者 Vaibhav K

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Mar 16, 2018

Great course to be a part of

创建者 Haiwei S

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Feb 24, 2018

Very interesting and helpful

创建者 Priyanka K

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Jan 16, 2018

Thank you sir for the course

创建者 Vishal K

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Nov 29, 2017

Goood course - learnt a lot!

创建者 Saibal D

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Nov 21, 2017

Good learning experience !!!