Speaker:

Tetiana Kodliuk

About:

Speaking briefly about myself: “My love is - Ukraine and Maths" (c) M.Kravchuk.

In 2013 year I have got the degree of Candidate of Physico-Mathematical Sciences and found the best practical implementation of Mathematics - Data Science. Now I work at V.I.Tech company which actively develops Artificial Intelligence in the solutions of different business problems. In the range of my interests are: Machine learning, Deep Learning, Natural Language Processing, Recommendations systems, Time Series analysis. In everyday life, I use Python, also Pyspark and other Big Data technologies for Data Science tasks. Recently I was the Lecturer of Apache Spark online course for the students of Aegis School of Business in Mumbai.

Title:

Be on Science's Pulse with NLP or "What are the serious men talking about?"

Description:

During a talk Tetiana will explain the main NLP approaches for keywords (keyphrases) extraction problem. Some of them they used for creating their product called Science Pulse, which is able to analyse hot topics in the scientific research, visualize the main trends in the publications and recommend similar directions the user may be interested in. A well-known e-print service ArXiv was chosen as the big and open storage of the Science papers, so Science Pulse will lead the user to the paper in few seconds, which is the closest to his interests. Tetiana will enumerate the key problems they faced during the implementation which allow you do not step on the same rake twice.

This morning will be useful for:

• data scientist, data analysts, NLP specialists
• technical people who want to be in touch with data analysis
• people who would like to be a data scientist in future