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返回到 Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

學生對 提供的 Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization 的評價和反饋

52,482 個評分
5,933 條評論


This course will teach you the "magic" of getting deep learning to work well. Rather than the deep learning process being a black box, you will understand what drives performance, and be able to more systematically get good results. You will also learn TensorFlow. After 3 weeks, you will: - Understand industry best-practices for building deep learning applications. - Be able to effectively use the common neural network "tricks", including initialization, L2 and dropout regularization, Batch normalization, gradient checking, - Be able to implement and apply a variety of optimization algorithms, such as mini-batch gradient descent, Momentum, RMSprop and Adam, and check for their convergence. - Understand new best-practices for the deep learning era of how to set up train/dev/test sets and analyze bias/variance - Be able to implement a neural network in TensorFlow. This is the second course of the Deep Learning Specialization....



Jan 14, 2020

After completion of this course I know which values to look at if my ML model is not performing up to the task. It is a detailed but not too complicated course to understand the parameters used by ML.


Apr 19, 2020

Very good course to give you deep insight about how to enhance your algorithm and neural network and improve its accuracy. Also teaches you Tensorflow. Highly recommend especially after the 1st course


4176 - Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization 的 4200 個評論(共 5,871 個)

創建者 Ruiwen W

Jul 05, 2020

useful course

創建者 Gokulakannan S

Jun 20, 2020

Great course.

創建者 Manikant R

Jun 14, 2020

Great course!


Jun 09, 2020

Gtreat Course

創建者 Ahmad N

Jun 03, 2020

Great Course!

創建者 Seyed H Z

May 31, 2020

Just Amazing!

創建者 Alan B

May 30, 2020

Great course!

創建者 utsav j

May 20, 2020

ek no. course


May 01, 2020

Fantastic !!!

創建者 Mohamed R E E

Apr 21, 2020

It was great!

創建者 akshay v

Apr 19, 2020

It was great!

創建者 Paolo A

Mar 20, 2020

simply great!

創建者 CIndyLYP

Mar 09, 2020


創建者 Alexander S

Feb 24, 2020

Super! Thanks

創建者 Tomasz Ł

Feb 08, 2020

Great Course!

創建者 牛尊

Jan 22, 2020

quite helpful

創建者 Zheng Z

Jan 11, 2020

Thank Dr. Ng!

創建者 Ameya D

Jan 01, 2020

Very Helpful!

創建者 harshit s

Dec 31, 2019

Great course.


Dec 01, 2019

simply superb

創建者 Nandishsr G

Oct 24, 2019

Nice learning

創建者 Risheeka S

Oct 19, 2019

Great course.

創建者 Vinay B V

Oct 06, 2019

Great course!

創建者 Salaheddin A

Jul 05, 2019

Great course!