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学生对 The State University of New York 提供的 Practical Time Series Analysis 的评价和反馈

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1,740 个评分

课程概述

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

SS

Apr 6, 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.

KW

Jan 25, 2022

G​ood (and somewhat rigorous) overview of TS analysis techniques. I found the lecture notes to be very helpful and the R labs to be very interesting. Overall, a great course!

筛选依据:

126 - Practical Time Series Analysis 的 150 个评论(共 472 个)

创建者 Abhijith S

Jul 4, 2019

This is the best course for beginning time series analysis. ACF and PACF were explained very well. I highly recommend this course.

创建者 Nicola O

Jan 18, 2023

Perfect course to learn the basics of time series analysis. Good mix of theory and applications, assignments clear and functional.

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 R

Mar 6, 2019

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

创建者 Andrea P

Jun 27, 2023

Very good course, interesting and with a good balance between a good level of depth (not too much) and hands-on. Recommended!

创建者 Vito L

Jun 12, 2021

Great. Just enough math to understand the underlying concepts but not enough to confuse you or distract from the applications

创建者 jiaqi z

Feb 14, 2021

This course is quite helpful for me to learn time series from zero. The tutorial is humorous and easy to understand. Love it!

创建者 Zhihua Z

Oct 13, 2019

This course is very helpful with making all concepts and applications clear. Two professors explain each topics very clearly!

创建者 Aishwarya A

Sep 9, 2019

I loved the simple yet intuitive mathematical concepts that accompanied each lecture. Could have included a capstone project.

创建者 Indresh T

Feb 3, 2020

Course is really good to know the in depth understanding of the various models working around for the time series analysis.

创建者 Flavio L R

Jun 6, 2021

It was a great jouney with statistics and time series. I thank the instructors and coursemates for the help at the foruns!

创建者 Vidhya K

Nov 24, 2018

The course is very insightful substantively covering both theory and practical in a balanced manner. I liked it very much.

创建者 PRAKASH B

Sep 15, 2020

This course is very comprehensive. It helps me to understand time series concepts rapidly by the use of visualization.

创建者 Aikaterini L

Mar 26, 2019

Very helpful practical easy exercises to get to know better the Time series and their analysis. I totally recommend it.

创建者 Bohdan D

Jul 9, 2018

Probably the best introduction to time series analysis I've ever seen. The information is relatively easy to comprehend

创建者 Mehedi H

Mar 31, 2022

I have learnt a lot from this course.it's very helful those who are interested in time series analysis and forcasting.

创建者 Andhika S

May 27, 2021

Very useful course. Gives you a very practical overview of all the necessary Time Series methods. Highly Recommended.

创建者 Ojithma G

Dec 28, 2019

This course covered what i intended to learn, quizes were based on what we had covered so far, which is really good .

创建者 SWAPNIL G

Oct 13, 2018

It was a very helpful course. It covers the basics of time series, AR, MA processes are covered with extreme passion.

创建者 Philippe

Jul 16, 2018

A very comprehensive course that covers both the mathematical proofs and statistics and applying it together on data.

创建者 Carlos Q

Sep 22, 2021

It's a very complete and clear course. Both the theoretical and practical approaches are really useful. Recommended.

创建者 David R

Feb 20, 2022

very very amazing instructors. would love to see a follow-up course. thank you for the amazing work to all involved

创建者 CA A C

May 4, 2021

Very helpful course to understand time series analysis specially if you not from data science background like me!

创建者 Guruprasath S

Nov 16, 2018

Excellent course. Well Structured with sufficient lectures, practical examples and quizzes. Strongly recommended.

创建者 MewoSY

Apr 9, 2020

Very clear and succinct illustration about intuition of the concepts, theory development, and good examples