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Mathematician with MSc in Data Science specializing in machine learning and web scraping
Christina Katsiafa
,
PETERBOROUGH, United Kingdom
Experience
Skills
I'm offering
My master’s degree is in data science and my bachelor is in mathematics. I am a highly resourceful, innovative and enthusiastic individual who has the ability to identify efficient ways to address a variety of tasks and complete them in a time-efficient manner. I have lots of experience working as a mathematician, a statistician, and a data scientist. My expertise is to extract the data (web scraping), understand the data and create machine learning algorithms.
Machine learning skills:
- ETL
- Distribution and statistical exploration of the data
- Machine learning algorithms: regression line, decision tree, random forest, SVM, LightGBM, XGBoost, H2O, PCA, market basket analysis and different clustering methods (such as kmeans, kprototypes, hierarchical clustering).
Tools/Programming languages:
- R
- Python
- Excel
- Microsoft server SQL
- Tableau
- Scrapy with selenium
Machine learning skills:
- ETL
- Distribution and statistical exploration of the data
- Machine learning algorithms: regression line, decision tree, random forest, SVM, LightGBM, XGBoost, H2O, PCA, market basket analysis and different clustering methods (such as kmeans, kprototypes, hierarchical clustering).
Tools/Programming languages:
- R
- Python
- Excel
- Microsoft server SQL
- Tableau
- Scrapy with selenium
Markets
United Kingdom
Links for more
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Industries
Language
English
Fluently
Ready for
Larger project
Ongoing relation / part-time
Available
My education
2016
-
2017
University of Salford
MSc Data Science, Data Science
MSc Data Science, Data Science
2008
-
2014
Aristotle University of Thessaloniki
Mathematics, Mathematics
Mathematics, Mathematics
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