Senior Data Scientist, ELEKS, Ph.D.
Taras is a Senior Data Scientist at ELEKS, working with statistical analysis, forecasting, optimization, machine learning and other math stuff. He is the Doctor of Philosophy in Differential equation and Assistant Professor in Lviv Polytechnic National University, that teaches operations research, numerical and data analysis.
Topic of presentation: How to build advanced prediction with adding external data.
The main points of the presentation:
We will discuss different types of time series, main approaches for building forecasting, how to work with missing data, how to add external data using Machine Learning technics. After that, we will consider existing Python's forecasting libraries