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

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：

4201 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4225 个评论（共 7,283 个）

创建者 Wenbo W

•

Jun 8, 2018

an useful course and thank you!

创建者 劉劍峰

•

Apr 1, 2018

This course helps me a lot. thx

创建者 debneil r

•

Mar 16, 2018

Learning TensorFlow was great!!

创建者 Harsh S

•

Mar 12, 2018

Great. I love you Andrew Ng Sir

创建者 Han K

•

Jan 19, 2018

excellent and insightful course

创建者 Dharmik g

•

Jan 4, 2018

Great Course and great learning

创建者 lixu

•

Dec 23, 2017

nice course, very appreciate Ng

创建者 振荟 王

•

Oct 26, 2017

66666666666666666666666666

很值得学习

创建者 Jerry Y

•

Oct 11, 2017

Very nice and efficient course.

创建者 侍啸

•

Oct 10, 2017

improve my deeplearning ability

创建者 Netik A

•

Oct 10, 2017

great things were taught easily

创建者 Arun K S

•

Oct 9, 2017

It was a awesome learn learning

创建者 Jose P

•

Aug 21, 2017

Great instructor, great course.

创建者 Amit K c

•

Oct 16, 2024

The best course you will find!

创建者 3439_PRASANNA D

•

Aug 19, 2023

It was an exceptional learning

创建者 Jeremy A

•

Jan 18, 2022

Excellent deep learning primer

创建者 Jose N S

•

Jan 5, 2021

Completely insightful, thanks!

创建者 nesrine b

•

Oct 30, 2020

thank you, such a great course

创建者 Thomas L

•

Sep 30, 2020

amazing as always with Andrew.

创建者 Mr. S A

•

Sep 9, 2020

It was so resourceful. Thanks!

创建者 Yasuo I M P

•

Aug 12, 2020

I highly recommend this course

创建者 JAJJARA P J P

•

Jul 7, 2020

Loved the course.Great content

创建者 praveen s

•

Jun 24, 2020

This is an amazing course,..!!

创建者 Shaswata D

•

May 27, 2020

Really helpful fine-tuning nn.

创建者 Tomislav T

•

May 20, 2020

Good groundwork course! A must