Data Science
We discover the mysteries of
Data Science
Numbers rule the world
– Pythagoras
HUMAN FACE OF DATA SCIENCE
ADVANCED DATA ANALYSIS
We discover the bigger value for business using techniques of advanced data analysis. Due to diagnostic analytics we explain the cause and effect of historical data and we answer the question: why did it happen?Predictive models concern the future and help figure out what can happen?Good understanding of the past and forecast of the future are the basis of optimal decisions how to make something as good as possible?which are the objects of prescriptive analytics. Our credo is that advanced means applied.
Diagnostic analyses
Intelligent data analysis with use of queries in natural languages, self-service exploration techniques, cause-and-effect drill down, visualisation wizards and making discovered relationships available in a telling-story formula.
Predictive analyses
Advanced analyses include ad-hoc statistic analyses, predictive modelling, data exploration, text analysis, entity analytics, real time estimation, machine learning and other techniques.
Prescriptive analyses
Solving optimisation problems based on constraints programming, mathematical programming algorithms, such as linear programming LP, mixed integer programming MIP, quadratic programming QP, QCP, MIQP, MIQCP.
Descriptive analyses
Predictive analyses
Prescriptive analyses
DATA SCIENCE EXPERIENCE AND DATA SCIENCE RESOURCES
Wnioskowanie bayesowskie
Autor: dr Tomasz Walczyński, Data Scientist, Solet
Data Science Experience, wszystkie narzędzia w jednym miejscu
Autor: Ewa Gruszka, Technical Sales Predictive Analytics, IBM
Czy możemy skutecznie wyszukiwać anomalie, podobnie jak znanego Wally’ego?
Adam Gozdalik, Data Scientist, Solet