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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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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

JS

Apr 4, 2021

Fantastic course and although it guides you through the course (and may feel less challenging to some) it provides all the building blocks for you to latter apply them to your own interesting project.

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

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1 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 25 个评论(共 7,068 个)

创建者 Brennon B

Apr 23, 2018

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Dec 9, 2018

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Sep 30, 2017

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Mar 31, 2019

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Oct 31, 2017

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Jan 14, 2020

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Oct 9, 2019

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Apr 15, 2019

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Apr 19, 2020

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Apr 17, 2019

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Dec 24, 2017

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Nov 25, 2018

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Feb 17, 2018

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Apr 6, 2018

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Dec 5, 2019

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Dec 28, 2017

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Jan 22, 2018

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Oct 28, 2019

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Oct 17, 2017

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May 27, 2019

创建者 Nimish S

Aug 15, 2017