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學生對 deeplearning.ai 提供的 Sequences, Time Series and Prediction 的評價和反饋

4.7
4,480 個評分
711 條評論

課程概述

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 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....

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JH

2020年3月21日

Really like the focus on practical application and demonstrating the latest capability of TensorFlow. As mentioned in the course, it is a great compliment to Andrew Ng's Deep Learning Specialization.

MI

2020年6月6日

I really enjoyed this course, especially because it combines all different components (DNN, CONV-NET, and RNN) together in one application. I look forward to taking more courses from deeplearning.ai.

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576 - Sequences, Time Series and Prediction 的 600 個評論(共 711 個)

創建者 akshay s

2020年1月25日

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

創建者 rajesh t

2020年1月12日

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

創建者 Alice M

2019年12月8日

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

創建者 BOBBY J I

2020年9月1日

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

創建者 Eric J

2021年10月12日

W​eekly Examens should be harder, but the "learning" content is typically perfect!

創建者 MD. N S N

2020年9月17日

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

創建者 Wan N

2020年6月20日

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

創建者 Dr. W G v d S

2020年4月30日

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

創建者 Neel A

2020年8月31日

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

創建者 Md S H C

2020年8月17日

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

創建者 Azazul I

2020年8月24日

graded programming assignments and variation in examples should be imported.

創建者 Abhishek M

2020年7月19日

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

創建者 Rob S

2020年9月4日

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

創建者 Sai K K K

2020年1月11日

Concepts and Importance of Fine tuning the parameters well explained!!

創建者 Pak S H

2019年8月30日

It will be better if there is also a multivariate time series example.

創建者 Hemali R

2020年8月23日

Very good! Good if you showed us how to work with our own data set

創建者 Mukul A

2020年7月7日

A few bugs present, but overall a good a course and specialization

創建者 Gerardo S

2020年12月2日

I would have liked if they were more explicit about window sizing

創建者 Devwrat N

2019年9月30日

Every step in programming should have been explained in detail

創建者 Fülöp C

2021年4月26日

The quality of the exercises were below my expectations

創建者 Ozora O

2021年1月2日

If this course has any coding problem, getting better.

創建者 Vrushabh U J

2022年1月1日

It would be great to include some stock market data.

創建者 Apurv T

2020年8月24日

Good course, but want to learn more in time series

創建者 Walter G

2019年11月25日

Would prefer some comments in the colab notebooks.

創建者 Manas M

2020年6月28日

Need multivariate time series real world examples