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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

4.9
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63,493 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

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

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

筛选依据：

4151 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4175 个评论（共 7,283 个）

创建者 Michael W M C

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Jun 11, 2020

Wonderful teaching and learning!

创建者 DANIEL Q

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May 8, 2020

Very good course. Very didactic.

创建者 Mrunank M

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May 8, 2020

Superb content! Helped me a lot!

创建者 ravi k

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Jan 16, 2020

The course is really very useful

创建者 Salwa A

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Nov 2, 2019

Very enlightening and beneficial

创建者 Atefeh S

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Aug 10, 2019

It was really helpful Thank you!

创建者 Raphael Y

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Jul 28, 2019

Great instruction for fresh man.

创建者 Subasish K

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Jun 18, 2019

Excellent course and a must one.

创建者 pooja a

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Feb 5, 2019

Great curriculum and explanation

创建者 胡涵泊

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Oct 14, 2018

really great course to recommend

创建者 Terry Z

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Sep 6, 2018

this course is especially useful

创建者 joe c

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Jul 18, 2018

Andrew Ng is my favorite teacher

创建者 Leon G

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Jun 22, 2018

Awesome course. Well-structured.

创建者 Ram R

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Jun 19, 2018

Very useful for proper modeling!

创建者 Ravi V

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Apr 11, 2018

Thank you very well done indeed!

创建者 Dmitry A

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Mar 26, 2018

Excellent! I have learned a lot!

创建者 Kazuko H

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Feb 12, 2018

great course! Thank you so much.

创建者 Katarzyna P

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Feb 2, 2018

excellent as always with Mr Ng:)

创建者 极速小蝌蚪

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Dec 25, 2017

wonderful class for deeplearning

创建者 DUTENGJIE

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Nov 19, 2017

老师上课非常耐心同时富有激情，配套的测验题和编程练习都很容易上手

创建者 vishwanathan r

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Oct 29, 2017

A great continuation to course 1

创建者 Alex M

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Oct 8, 2017

The best course among all others

创建者 Felix H

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Oct 5, 2017

Informative, Concise, Practical.

创建者 Jing

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Oct 1, 2017

I enjoyed this course very much.

创建者 王卓

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Aug 27, 2017

Excellent course! keep learning!