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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

DD

Mar 28, 2020

I have done two courses under Andrew ng and I am grateful to Coursera for their highly optimised and easily learning course structure. It has greatly help me gain confidence in this field. Thank you.

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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5951 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5975 个评论（共 7,283 个）

创建者 Nitesh N

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Sep 11, 2020

cool

创建者 Sumera H

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Sep 1, 2020

good

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Aug 24, 2020

good

创建者 Muhammad T S

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Aug 22, 2020

Nice

创建者 Debabrata B

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Aug 1, 2020

Nice

创建者 RAGHUVEER S D

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Jul 25, 2020

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Jul 14, 2020

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Jul 2, 2020

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Jun 28, 2020

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创建者 [email protected]

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Jun 16, 2020

good

创建者 17MI556 R L S

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Jun 12, 2020

Best

创建者 Sudhakar R N

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May 11, 2020

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May 10, 2020

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May 6, 2020

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Apr 21, 2020

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创建者 Steven

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Apr 12, 2020

good

创建者 zhaoxinyang

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Mar 16, 2020

NIce

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Feb 10, 2020

nice

创建者 Tao N

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Feb 8, 2020

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Jan 9, 2020

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Jan 6, 2020

Good

创建者 VENKATESAN S

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Nov 6, 2019

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创建者 yinxiaobao

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Oct 22, 2019

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创建者 魏英杰

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Sep 21, 2019

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创建者 Xiong Z

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Sep 3, 2019

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