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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：

5076 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5100 个评论（共 7,283 个）

创建者 Mario A L P

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Feb 28, 2021

Muy buen curso

创建者 Blue B

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Dec 31, 2020

it was perfect

创建者 Shreyash

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Nov 30, 2020

It was Awesome

创建者 DIPESH B

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Oct 9, 2020

awesome course

创建者 Raushan K

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Sep 22, 2020

Perfect course

创建者 Navjeet B

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Jul 21, 2020

He's the best.

创建者 Priyank S

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Jun 11, 2020

Amazing course

创建者 Deepak M

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May 25, 2020

Amazing course

创建者 Rifat R

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May 21, 2020

Just Wonderful

创建者 MANKRIT S

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Apr 30, 2020

Simply amazing

创建者 Fab

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Apr 21, 2020

Great teacher!

创建者 Rabeya T S

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Apr 19, 2020

Very effective

创建者 Shikhar R

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Apr 15, 2020

Great content!

创建者 mayukh m

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Apr 14, 2020

great hands on

创建者 Akash D

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Mar 28, 2020

Thank You! Sir

创建者 Hrithik P

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Mar 18, 2020

Awesome Course

创建者 Gogogo

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Mar 16, 2020

Great lecture!

创建者 Avishek S

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Jan 27, 2020

Good learning!

创建者 Chency

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Jan 22, 2020

I learnt a lot

创建者 Charith N B

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Jan 13, 2020

simply awsoeme

创建者 Mayank S

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Oct 22, 2019

Awesome Andrew

创建者 Carolyn X

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Sep 13, 2019

Great content!

创建者 reza p

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Sep 4, 2019

so good course

创建者 Sathish S

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Jul 18, 2019

Coursera is #1

创建者 Gluon I

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May 24, 2019

great learning