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学生对 DeepLearning.AI 提供的 Sequences, Time Series and Prediction 的评价和反馈

4.7
5,156 个评分

课程概述

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for machine learning. In this fourth course, you will learn how to build time series models in TensorFlow. You’ll first implement best practices to prepare time series data. You’ll also explore how RNNs and 1D ConvNets can be used for prediction. Finally, you’ll apply everything you’ve learned throughout the Specialization to build a sunspot prediction model using real-world data! The Machine Learning course and Deep Learning Specialization from Andrew Ng teach the most important and foundational principles of Machine Learning and Deep Learning. This new DeepLearning.AI TensorFlow Developer Specialization teaches you how to use TensorFlow to implement those principles so that you can start building and applying scalable models to real-world problems. To develop a deeper understanding of how neural networks work, we recommend that you take the Deep Learning Specialization....

热门审阅

WE

Jul 16, 2020

The course is fantastic. It was a bit short and with some hyperparameters tuning focus, it could have been great. Also, it seems that it is biased to show that LSTM is always superior to RNN networks.

RV

Jan 14, 2021

Good introduction to time series (or a recap). Much more applied than the previous courses. If considering only 1 of the courses in this specialization I would do the time series one!

筛选依据:

651 - Sequences, Time Series and Prediction 的 675 个评论(共 801 个)

创建者 Man L

Jun 8, 2024

i think this course is better structured and more updated vs the IBM AI Engineering Professional Certificate.

创建者 Lorenzo N

Jan 20, 2022

Great course! It would have been nice to teach something about multivariate time series forecasting as well

创建者 Nikhil K

Jul 8, 2020

Have to complete Andrew Ng's Deeplearning as this is very basic course on top of that for time series data.

创建者 Advay M

Nov 17, 2020

add more videos to clear deep understanding of time series and more graded practical assignments too...

创建者 Muthu R P E

Dec 11, 2019

Great course with in-depth knowledge of LSTM ! but not how LSTM is used on all practical applications.

创建者 AasaiAlangaram

Dec 13, 2019

Working With Sunset Kaggle Dataset was interesting.Waiting for upcoming courses in deep learning.

创建者 Ankar Y

Mar 13, 2020

There should have been a multivariate Time series example in this course, Otherwise it was great

创建者 Michalis F

Oct 1, 2019

overall good... but was expecting a bit more of it , being the last course in the specialization

创建者 Manish G

Aug 22, 2019

Good course it gives you quick start on practical aspects of Deep Learning techniques. Nice!

创建者 Igor B

Mar 18, 2020

Very good course, but for me is much better Andrew NG style, when he writes on "blackboard."

创建者 Saeif A

Aug 24, 2019

I wish there was graded assignment as the quizzes are shallow and not enough to practice.

创建者 Javier A

Sep 30, 2020

I would add some code assestments and challenges as requested for the previous courses.

创建者 akshay s

Jan 25, 2020

This is just univariate time series . You should also teach multivariate time series.

创建者 Rajesh T (

Jan 12, 2020

need to be more advanced, with realistic data and problems. Do not use textbook data.

创建者 Alice M

Dec 8, 2019

expand on why you choose certain code. add more references for learning python better

创建者 Bobby J

Sep 1, 2020

Nice practical course. However, it doesn't cover multivariate time series prediction

创建者 Eric J

Oct 12, 2021

Weekly Examens should be harder, but the "learning" content is typically perfect!

创建者 MD. N S N

Sep 17, 2020

If the sound quality is more loud & clear then this course becomes more fantastic.

创建者 Wan N

Jun 20, 2020

This course is interesting and I have learned a lot of staff. Thank you, Laurence!

创建者 Dr. W G v d S

Apr 30, 2020

This is a really good introduction into the time series and sequences prediction.

创建者 Neel A

Aug 31, 2020

The optional exercises should be graded, it was fun there, rather than the quiz!

创建者 Md S H C

Aug 17, 2020

Overall a good course. Would be a 5-star if there were some graded assignments.

创建者 Azazul I

Aug 24, 2020

graded programming assignments and variation in examples should be imported.

创建者 Abhishek M

Jul 19, 2020

Great course!! However, there are some question that were left unanswered.

创建者 Rob S

Sep 4, 2020

Probably the toughest course that could have done with more explanation.