Volver a Practical Time Series Analysis

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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!...

Jan 24, 2020

Excelente, uno de los mejores cursos que he tomado. Lo más importante es que se practica muy seguido y hay examenes durante los vídeos. Si hay un nivel más avanzado de este tema, seguro que lo tomo.

Mar 21, 2019

This was a very good and detailed course. I liked this course for two reasons mainly:\n\nIt started from the basics of timeseries analysis, covering theory and secondly it took me gradually to r.

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por Andrea B

•Aug 25, 2019

Excellent course with a nice balance between theory and practical implementation. It would be useful to have a more advanced subsequent course with the same features.

por Suzette L

•Mar 05, 2018

Great introduction to time series with plenty of depth. Really enjoyed the instructors and loved the frequent assessments rather than a big project. Highly recommended

por Anet A M C

•May 20, 2018

I really liked to take this course. This is my first approach to R programming, and this course was useful for me to reinforce my statistical skills and to learn R.

por DR A N

•Apr 10, 2018

Excellent course ! Great instructors !....Especially Dr Sadigov... Will prove very useful to me to analyze and forecast medical and public health time series :-)

por Gionata L

•Apr 05, 2018

Very nice and pedagogical introduction to time series analysis. By the end of the course you feel like you know how to analyse and model time series.

por Kyle C

•Feb 20, 2019

I only wanted to look at a few lectures from this course, but they were so good that I decided to go through the rest of it. I was not let down.

por Begoña R H

•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

por Mohammed M A

•Dec 31, 2018

Grateful to the instructors for the engaging and fruitful learning I enjoyed in the course Practical Time Series Analysis! Thank you :)

por Liu L

•Aug 29, 2018

Good introductory course on time series and R programming. Hope you can give a following course on further topics obout time series.

por Abhijith S

•Jul 04, 2019

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

por 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

por Krzysztof R

•Mar 06, 2019

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

por Zhihua Z

•Oct 13, 2019

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

por Aishwarya A

•Sep 10, 2019

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

por Indresh T

•Feb 04, 2020

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

por Vidhyalakshmi K

•Nov 24, 2018

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

por 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.

por Bohdan D

•Jul 09, 2018

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

por 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 .

por 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.

por Philippe

•Jul 16, 2018

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

por GURUPRASATH S

•Nov 16, 2018

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

por Christopher R R

•Jun 20, 2018

This is an excellent course that discusses the theory in a clear can concise way. I highly recommend it.

por Chinmay J D

•Jan 05, 2019

Excellent coursework !! Very less amount of theory is required and hence a very useful for beginners.

por Pau R

•Aug 20, 2018

Nnice and smooth introduction to time Series that gives you a good basis to understand this topic.