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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：

5151 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5175 个评论（共 7,283 个）

创建者 ELFAHIM O

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Oct 12, 2020

thanks andrew

创建者 nagadithya a

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Aug 30, 2020

amazinggggggg

创建者 Rita L

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Aug 25, 2020

great course!

创建者 MD A R A

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Aug 18, 2020

Excellent !!!

创建者 Dipu P

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Aug 11, 2020

Excellent one

创建者 Vedant P G

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Aug 7, 2020

The best ever

创建者 Zian Z

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Aug 4, 2020

Great course!

创建者 Darheman D

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Aug 2, 2020

Great course!

创建者 Sarthak m

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Jul 12, 2020

Great course!

创建者 Ruiwen W

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Jul 4, 2020

useful course

创建者 Gokulakannan S

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Jun 20, 2020

Great course.

创建者 Manikant R

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Jun 14, 2020

Great course!

创建者 Sayan H

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Jun 9, 2020

Gtreat Course

创建者 Ahmad N

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Jun 2, 2020

Great Course!

创建者 Seyed H Z

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May 31, 2020

Just Amazing!

创建者 Deleted A

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May 30, 2020

Great course!

创建者 utsav j

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May 20, 2020

ek no. course

创建者 SHEKKARI A

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May 1, 2020

Fantastic !!!

创建者 Mohamed R E E

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Apr 20, 2020

It was great!

创建者 Akshay V

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Apr 19, 2020

It was great!

创建者 Paolo A

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Mar 20, 2020

simply great!

创建者 CIndyLYP

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Mar 9, 2020

难度不大，入门刚刚好，赞！

创建者 Alexandr S

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Feb 24, 2020

Super! Thanks

创建者 牛尊

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Jan 21, 2020

quite helpful