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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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63,493 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：

4001 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4025 个评论（共 7,283 个）

创建者 Steven S

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Nov 24, 2017

Excellent course!! Very informative!

创建者 Siddhesh

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Oct 27, 2017

This is gonna be useful for my paper

创建者 liu c

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Oct 18, 2017

very good teacher, very good lecture

创建者 Deniz K

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Oct 18, 2017

Superb course. I would recommend it!

创建者 Wei F

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Oct 8, 2017

Well organized materials, Thank you!

创建者 Pedro A R

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Oct 1, 2017

Very good introduction to TensorFlow

创建者 MOHAMMAD H B M T

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Oct 1, 2017

very good course. easy to understand

创建者 Byung U K

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Sep 29, 2017

The best Deep Learning class ever!!!

创建者 Ignacio U F

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Sep 24, 2017

I loved to learning about TensorFlow

创建者 陈丛林

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Sep 20, 2017

a really useful course for beginners

创建者 西风

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Aug 27, 2017

可以学习不同的高级参数调整方式，正规化的方式和Tensorflow的使用

创建者 Rayan B

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Oct 4, 2024

Amazing pace, clarity and structure

创建者 Anjum Z

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Jul 23, 2024

Great Learning with great teachers.

创建者 Gonçalo C

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Nov 30, 2023

a must have for an AI professional!

创建者 John M

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Apr 14, 2023

It was an exciting learning journey

创建者 ruchi m p

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Jun 25, 2021

Excellent !!! Very nicely explained

创建者 Myunggwan J

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May 29, 2021

It would be greatly helpful for me!

创建者 Fekedew H

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Oct 16, 2020

good explanation with great project

创建者 Mohammad A H

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Sep 7, 2020

do we have better than Andrew??????

创建者 SOHAIL I K

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Aug 25, 2020

Perfect course. I enjoyed it a lot.

创建者 Marc-Antoine H

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Aug 13, 2020

Excellent course. Highly recommend.

创建者 Jorge R O T

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Aug 9, 2020

very compact and full of new things

创建者 KRITHIKA G

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Jul 13, 2020

Thanks for such a wonderful course.

创建者 Iuliia A

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Jul 10, 2020

The best course! I really liked it!

创建者 Akash P

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Jul 7, 2020

Well explained with great insights!