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Kursteilnehmer-Bewertung und -Feedback für Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization von deeplearning.ai

4.9
Sterne
57,364 Bewertungen
6,590 Bewertungen

Über den Kurs

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....

Top-Bewertungen

AM
8. Okt. 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

AS
18. Apr. 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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6426 - 6450 von 6,510 Bewertungen für Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

von Carlos V

20. Juni 2020

Would give more stars if the final assignment used Tensorflow@ and not an outdated version that is not in use.

von Pranshu D

6. März 2018

More tensorflow related tutorials should have been there. The lectures turned a little boring and redundant.

von Adrian C

30. Nov. 2017

So far, I think this course is weak on theory, seems rushed and should provide more in depth lecture notes.

von Vincent D W

26. Okt. 2019

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

von Amit C

1. Feb. 2019

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

von Laura L

22. März 2018

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

von Mostafa A E N

29. Juli 2020

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

von harsh

28. Juni 2020

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

von Aviv D

25. Apr. 2020

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

von Tanurima M

4. Juli 2020

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

von Pranjal S

15. Mai 2020

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

von Chaobin Y

3. Nov. 2017

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

von AHMED A H P

12. Sep. 2020

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

von joel a

25. Apr. 2020

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

von Xin H

12. Mai 2018

Good: Contents on Tensor Flow

Bad: No real useful content compared the Course 1.

von Péter D

6. Okt. 2017

great lectures, simplistic programming assignements, ridiculously easy tests

von SAMBATH S

2. Aug. 2020

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

von 笛 王

18. Jan. 2018

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

von Kenneth Z

20. März 2018

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

von Rishab K

17. Apr. 2020

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

von Rajat K S

11. Jan. 2020

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

von Ganesan G

28. Dez. 2017

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

von Jonghyun K

25. Apr. 2020

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

von FREDERIC T

13. Mai 2018

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

von Morisetty V A S K

20. Jan. 2019

Interface for evaluating is not great and assignments are easy