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Practical Time Series Analysis, 纽约州立大学纽约州立大学

4.6
431 个评分
112 个审阅

课程信息

Welcome to Practical Time Series Analysis! Many of us are "accidental" data analysts. We trained in the sciences, business, or engineering and then found ourselves confronted with data for which we have no formal analytic training. This course is designed for people with some technical competencies who would like more than a "cookbook" approach, but who still need to concentrate on the routine sorts of presentation and analysis that deepen the understanding of our professional topics. In practical Time Series Analysis we look at data sets that represent sequential information, such as stock prices, annual rainfall, sunspot activity, the price of agricultural products, and more. We look at several mathematical models that might be used to describe the processes which generate these types of data. We also look at graphical representations that provide insights into our data. Finally, we also learn how to make forecasts that say intelligent things about what we might expect in the future. Please take a few minutes to explore the course site. You will find video lectures with supporting written materials as well as quizzes to help emphasize important points. The language for the course is R, a free implementation of the S language. It is a professional environment and fairly easy to learn. You can discuss material from the course with your fellow learners. Please take a moment to introduce yourself! Time Series Analysis can take effort to learn- we have tried to present those ideas that are "mission critical" in a way where you understand enough of the math to fell satisfied while also being immediately productive. We hope you enjoy the class!...

热门审阅

创建者 MS

Feb 28, 2018

I have not completed the course yet, working on week 5. If you have some Math background, this course gives a good practical introduction to Time Series Analysis. I recommend it.

创建者 RS

Mar 18, 2018

Really great lectures and clearly explaining the concepts and complicated models. In my opinion, a bit of practical applications of these models on Panel Data should be included.

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113 个审阅

创建者 Janki Mistry

Mar 21, 2019

This was a very good and detailed course. I liked this course for two reasons mainly:

It started from the basics of timeseries analysis, covering theory and secondly it took me gradually to r.

创建者 Anisha Singhal

Mar 18, 2019

It is full of theories, derivations and equations. I took this course because I have to work on forecasting project at my company. But this course has not helped me much with practical implementation yet (I have completed 3 weeks of learning till now). I have already spent weeks on learning this course with no effective gain from it. Udemy course on Time Series is better than this. I wish I had started with that!

创建者 Sergi

Mar 14, 2019

Very good and structured lessons about fundamentals of time series modeling. Well done! I missed a bit the forecasting part though

创建者 Krzysztof Różański

Mar 06, 2019

Very motivating course, quite easier as it is intermediate one, but still satisfying and moving the knowledge forward! Recommend!

创建者 Aaron DSouza

Mar 04, 2019

Great, starts off slow and detailed and then moves onto a variety of practical problems

创建者 kapil gupta

Mar 03, 2019

Good for the beginners.

创建者 Udit Gupta

Mar 02, 2019

Good, but can be more extensive.

创建者 RUOCHEN ZHANG

Feb 28, 2019

A great introduction to time series!

创建者 XINGHUA LI

Feb 26, 2019

imperfections in it but really practical and good enough

创建者 Begoña Rodríguez Hernández

Feb 24, 2019

Análisis de series temporales explicado de la mejor manera posible, de lo más básico hacia lo más complejo, incluyendo código en R. Recomendable