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Back to Practical Time Series Analysis

Learner Reviews & Feedback for Practical Time Series Analysis by The State University of New York

4.6
stars
1,719 ratings

About the Course

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!...

Top reviews

VB

Aug 25, 2018

This is a phenomenal course if one wants to have a thorough understanding of how ARIMA forecasting is performed. On top of that, this course is absolutely free (with an option to buy). Thanks a lot !

SS

Apr 7, 2021

It is a very good course which builds on the basics of time series and also covers more advanced topics like SARIMA. The course contains ample examples which helped me better understand the material.

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401 - 425 of 468 Reviews for Practical Time Series Analysis

By Abdul A S

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Mar 31, 2020

wonderful course. But what the methology for retransformation? its may not discussed here.

By Roman P

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Jun 28, 2018

I thought everything was had a great layout. I found the proofs dry, but necessary.

By Ramprakash V

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Oct 15, 2019

Helpful for the ones who really want a strong math foundation for Time series.

By Ken K

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Apr 2, 2021

Useful course! However, the voice in some of the lectures is very soft...

By Byron J V

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May 28, 2023

Buen curso, consolida las bases en lo que respecta a series de tiempo.

By Gabriel B

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May 22, 2018

Chapter 3 needs work. Everything else is great! Good course overall.

By Al A M

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Nov 26, 2018

Good! but Theoretical terms were little bit boring & confusing.

By SUBRAMANYA T A

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May 4, 2020

Good Introduction to Time Series with implementation in R.

By Minoru N

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May 2, 2018

The lecture ended just where it has become interesting.

By Andrew W

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Aug 27, 2019

Well presented material and relatively easy to follow.

By Fabricio J R

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May 14, 2021

Maybe, some mathematical concepts, can be eliminated.

By En

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Dec 23, 2018

It was more theoretical than practical, in my opinion

By Hilmi E

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Nov 21, 2018

Good practical overview with lots of exercises

By Kirran R M R

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Aug 31, 2018

Answers to assignments could be more elaborate

By Federico V M

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Feb 18, 2018

Very useful introduction course to Time Series

By Alex L

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May 6, 2019

maybe useful, but this course worth listening

By Luiz C

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Jul 16, 2019

Exercises and Quizzes could be more complex

By Kleider S V G

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Dec 26, 2021

A very good course. I really recommend it!

By Mohamed I

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Jun 15, 2020

need more programming examples and trials

By Yeliang P

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Aug 14, 2020

Quite lucid, a little bit too simple

By NANDA G

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Jun 2, 2020

Still more practical examples needed

By Igor R

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Mar 16, 2020

A little basic, but fun and useful,

By Koustav M

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May 3, 2020

Great help concept and R code wise

By Elias E

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Apr 3, 2022

Good introduction to time series