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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

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:

2626 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 2650 个评论(共 7,283 个)

创建者 Abdulrahman A

Nov 24, 2024

I need more dead line because I was busy -_- but thanks a lot to Mr Andrew

创建者 Chandan K

Sep 5, 2023

Andrew Is the best teacher for ML/DL space, Learning becomes so much easier

创建者 Lucas F M

Oct 17, 2021

Dr. Andrew Ng is a great teacher. Loving this journey through Deep Learning

创建者 Sebastian I U G

Jan 25, 2021

Excelente curso, muy claro y completo todo, motiva para seguir aprendiendo.

创建者 Alessio G

Dec 1, 2020

Well done. More practical and hands on than the previous one, amazing work!

创建者 Aditya K

Aug 4, 2020

This course is an absolute must for every aspiring AI engineers out there !

创建者 Neeladri P

Jul 31, 2020

Very well explained, touched all concepts in depth and explained with time.

创建者 Mustafa U

May 20, 2020

The course content was definitely great and the professor is also the best.

创建者 DANG M K

Apr 12, 2020

This course gives me a lot of knowledge about improving Deep Neural Network

创建者 Erik H

Feb 16, 2020

Learnt a lot re: tuning of hyperparams, optimization algos, and tensorflow.

创建者 Gustavo E Z

Jan 22, 2020

Again... it was a great course. I`m exited to go on leaning congratulation.

创建者 Batyrbek M

Dec 25, 2019

Excellent course for understanding optimization issues for the DL NN model.

创建者 Panadis N

Jun 24, 2019

He is the great instructor. He can explain difficult things to become easy.

创建者 Muralidhar P

Jan 26, 2019

Really good course for practical purpose... Many concepts I learn from here

创建者 Varun B

Jun 19, 2018

This was an awesome course thanks Andrew NG for this wonderful explaination

创建者 Sacha v W

Jun 14, 2018

Clear explenation of steps, both technical and conceptual. Clear exercises.

创建者 Alberto P M

May 17, 2018

The exercises are well focussed and they have good guidelines to solve them

创建者 Kamal S

Mar 21, 2018

Andrew presents the concepts in a very easy to understand way. Learnt a lot

创建者 Fengyu Z

Nov 10, 2017

very good as the first course in this track, will continue working on this.

创建者 Nicolas M

Oct 27, 2017

Excellent course! Really glad the final assignment incorporated TensorFlow.

创建者 Igor P

Sep 12, 2017

Highly recommended to take before even look at TensorFlow or other packages

创建者 Fallou T

Sep 10, 2017

This course resume several years of experience practicing Machine Learning.

创建者 yugandhar n

Aug 24, 2017

It's great step, as usual intuitions and assignments are top notch to help.

创建者 Ehsan M K

Aug 23, 2017

I enjoyed the course very much and learned some tricks I didn't know in DL.

创建者 Tharanga N

Sep 14, 2023

This course definitely improved my eager to learn more about deep leaning.