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I am an enthusiastic data scientist with Physics (BSc), Cognitive Science(MSc) 4-year research background and 1,5 years commercial experience. I have experience (2-3 years) in SPSS Modeler, R and Python. In addition, during my research projects, I used Matlab, Wolfram Mathematica, SPSS Statistics, Excel(VBA), Tableau.
Besides my studies, I was working at a Consulting company as a Data Scientist (full time). My main responsibility was to design and make end-to-end solutions for the clients. This role involved data analysis, data modeling tasks from data preparation, cleaning to model building and data visualization. In addition, I usually went to meetings with the clients. I had to write reports and documents about the final projects as well. During at that time, I had 3 main projects, which I led on my own in different sectors such as Pharmaceutical, Energy, and Postal Services. For more details about my previous works see the project section.
Our consultancy also distributes SPSS Statistics and SPSS Modeler, therefore I usually used these tools. The SPSS Modeler supports two open source programming languages: R and Python, thus I developed new features and models into SPSS Modeler when it was required during my projects.
I also conducted several SPSS Modeler training sessions:
-Introduction to SPSS Modeler (Data import, export, cleaning, feature selection, missing value handling, etc.)
-Data preparation and predictive modeling with SPSS Modeler (more advanced data preparation, data acquiring from multiple sources)
-Advanced modeling with SPSS Modeler: Basket analysis: APRIORI, CARMA Machine Learning algorithms: Logistic Regression, Support Vector Machines, Naive Bayes, Ensemble models, Decision trees(Random forest, C&R, Quest etc))
-Develop new features, models into SPSS Modeler with R (How to use R nodes to extend the built-in functions and models of SPSS Modeler, use the Custom Dialog Builder (CBD) to make a brand new, protected, user-friendly interface for your new models and features)
If you are interested in SPSS Modeler training sessions, even in analyzing data, which is provided by you or your company, send me a message here. I am available in Hungary or in Ireland (Dublin).
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