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Kursteilnehmer-Bewertung und -Feedback für Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization von

55,133 Bewertungen
6,304 Bewertungen

Über den Kurs

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....



Dec 24, 2017

Exceptional Course, the Hyper parameters explanations are excellent every tip and advice provided help me so much to build better models, I also really liked the introduction of Tensor Flow\n\nThanks.


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

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6151 - 6175 von 6,231 Bewertungen für Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

von Vincent D W

Oct 26, 2019

Encounter Error in the final assignment, cannot complete the model, but the grader gives 100/100 anyway.

von Amit C

Feb 01, 2019

I wish the course mentors were more active on this course makes it a bit difficult to clear doubts

von Laura L

Mar 22, 2018

It does not make you think of the problems, just fill in the gaps. First course was better.

von Mostafa A E N

Jul 29, 2020

Programming assignments are too easy and the answer is already given before the question.

von harsh

Jun 28, 2020

Tensorflow is not at all user friendly, I'm sure better alternatives would've been there.

von Aviv D

Apr 25, 2020

I recommend adding a summary page at the end of each week to make sense the mathematics.

von Tanurima M

Jul 04, 2020

The course is outstanding just the tensorflow library should be taught more in details.

von Pranjal S

May 15, 2020

The technologies and the assignments should be updated to follow the latest standards

von Chaobin Y

Nov 03, 2017

Maybe this course can merge with the 1st one. they both cover too little materials.


Sep 12, 2020

WEEK-3 was a little bit messy, it would have been better if it was tensorflow 2

von joel a

Apr 25, 2020

taught concepts well, but the programming assignments felt like it was spoonfed

von Xin H

May 12, 2018

Good: Contents on Tensor Flow

Bad: No real useful content compared the Course 1.

von Péter D

Oct 06, 2017

great lectures, simplistic programming assignements, ridiculously easy tests


Aug 02, 2020

It would be better to use TF2 as there are lots of changes in the usages.

von 笛 王

Jan 19, 2018

Harder to understand. Overall quality is not as good as the first class.

von Kenneth Z

Mar 20, 2018

It is a bit abrupt to jump into tensorflow without explaining in depth.

von Rishab K

Apr 17, 2020

good course to learn, but more assignments should be introduce n week3

von Rajat K S

Jan 11, 2020

Most of the solutions to the assignment were written in instructions.

von Ganesan G

Dec 28, 2017

I am not getting to see the programming exercises that i have done :(

von Jonghyun K

Apr 25, 2020

voice was too small compared to noises made by clothes and others.


May 13, 2018

Good courses, the sound quality is very poor (high tone noise).

von Morisetty V A S K

Jan 20, 2019

Interface for evaluating is not great and assignments are easy

von Alex I E

Sep 05, 2017

The Tensorflow part should have started sooner in the course.

von Aloys N

Jul 01, 2019

We could have more guidance on setting a tensorflow model


Apr 30, 2018

Lots of theory and not enough practical implementation.