Time Series Analysis tutors for university
Time Series Analysis
With the evergrowing increase in computational and storage power, the volume of data has increased exponentially in the past years. Nevertheless, data is often acquired at irregular times, in different, even incompatible formats. Measurements often have different granularity levels, making it hard to harmonise and leverage the power of multiple datasets. The only worse thing would be to not use the data at all. Actually, we don’t use most of the data. According to this research, until 2018, 92.1% of the satellite images from the Big Geo Data have not even been downloaded. We get it, big data is hard, but time series analysis doesn’t have to be. Why not get a specialist PhD tutor from the Eliteprep to guide you on your way to becoming a wizard time series analyst, so that when you do eventually work with big data, you know exactly what you’re doing?
Among other topics, your time series tutor will teach
- Covariance, correlation, stationarity
- The general linear process, AR, MA and ARMA processes
- Spectral representation theory for time series and the periodogram
- Parametric model fitting and forecasting
Regardless of whether you’re starting from scratch or have studied time series before, your tutor will adapt to your level and explain complex concepts in simple terms. The tutor will first equip the students with the basics of probability & statistics and then directly apply the acquired knowledge and skills to real-life problems. What kind of real-life problems? Daily measurements of temperature or stock prices, everything is a time series.