Chevron Left
返回到 Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

学生对 DeepLearning.AI 提供的 Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的评价和反馈

4.9
星
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

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：

4776 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4800 个评论（共 7,283 个）

创建者 bexvan

•

Aug 29, 2017

i like this course

创建者 Cindy C

•

Aug 21, 2017

very useful course

创建者 Iván V P

•

Aug 16, 2017

just incredible :D

创建者 Hien P

•

Aug 13, 2017

Execellent course!

创建者 Marco M

•

Feb 26, 2024

it is very clear!

创建者 A.D. J

•

Mar 14, 2022

Amazing course!!!

创建者 Marciele d M B

•

Sep 13, 2021

Very good course!

创建者 Yandi N

•

May 11, 2021

Excellent course.

创建者 Noelia E

•

Nov 6, 2020

Excelent course!!

创建者 Julia L

•

Oct 26, 2020

Excellent course.

创建者 AlexandrescuAndrei-Robert

•

Sep 13, 2020

Very informative.

创建者 Mohammad F

•

Sep 10, 2020

excellent course!

创建者 Stacy M

•

Sep 4, 2020

I like the course

创建者 Vaibhav Y T

•

Aug 20, 2020

Excellent Course!

创建者 K K B

•

Aug 5, 2020

Excellent course!

创建者 David I

•

Jun 29, 2020

Excellent course!

创建者 Bhavesh W

•

Jun 20, 2020

great explanation

创建者 Shreyas S

•

Jun 15, 2020

Excellent course.

创建者 Quoc-Khanh B

•

May 26, 2020

clear explanation

创建者 Hamza J

•

May 26, 2020

Best teacher ever

创建者 Saurabh S

•

Apr 25, 2020

Essential Course.

创建者 Edgar I

•

Apr 19, 2020

Very good course!

创建者 Athanasios C

•

Apr 9, 2020

Excellent content

创建者 Lei Y

•

Mar 25, 2020

Always excellent!

创建者 Hiran W

•

Mar 12, 2020

Very good course.