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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

4.9
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:

2701 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 2725 个评论(共 7,283 个)

创建者 Christopher W

Aug 30, 2019

Another great course for furthering what was covered in Specialisation 1!

创建者 RUIFANG L

May 15, 2019

I've learned lot of knowledge about Deep Neural network from this course.

创建者 Deleted A

Mar 14, 2019

Very addictive course. A lot of fun. Prof. Andrew Ng is just outstanding.

创建者 Yingyu F

Feb 9, 2019

Tensorflow I will to use @ instead of tf.matmul but failed in grading....

创建者 Paul F

Jan 27, 2019

Great learning experience. I'm going to keep going. I want to learn more.

创建者 Andrei K

Dec 13, 2018

Very good. I've improved my knowledge in understanding and tuning! Thanks

创建者 Rabindranath A

Nov 1, 2018

Extremely useful summary of techniques. Well structured and to the point.

创建者 AP S ( U

Sep 12, 2018

Amazing experience,Andrew really is a great teacher!. Highly recommended.

创建者 Michał K

Aug 5, 2018

Great course, It really helped me understand how to regularize my project

创建者 Matthias W

Jul 23, 2018

Great course that teaches you techniques for optimizing deep neural nets!

创建者 Vijai K M

May 10, 2018

very informative course,tuning of parameters taught in good point of view

创建者 林胜义

Dec 29, 2017

a great course to learn practical skill of building a deep neural network

创建者 Michael B

Dec 28, 2017

Excellent course on the more technical issues of tuning a Neural Network.

创建者 Jaganmohan L

Dec 4, 2017

Awesome course covering key aspects of deep learning. Thank you AndrewNG.

创建者 Galley D

Dec 2, 2017

Outstanding again. Great complement of course 1 for practical application

创建者 Andy L

Oct 30, 2017

A great course to learn how to tune the hyperparameters of nerual network

创建者 Matteo T

Oct 9, 2017

Great overview of the important hyperparameters function of deep learning

创建者 Boutayeb H

Sep 23, 2017

Thank you Pr. Andrew and the whole team. That was a beautiful experience.

创建者 Hardeep A

Sep 7, 2017

Excellent course with really good explanation of basics of deep learning.

创建者 Charith J

Jul 21, 2021

Very interesting course. Learned so many new things about deep learning.

创建者 Omer K G

Feb 7, 2021

It was a really smooth experience. I enjoyed learning with these videos.

创建者 Trishita M

Jul 30, 2020

Excellent course material, programming assignments are very well guided!

创建者 Сычев Д А

Jun 23, 2020

Really useful introduction to frameworks hyperparameters and other stuff

创建者 sauresh b

Jun 21, 2020

Excellent course for software engineers to gain Deep Learning knowledge.