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Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

R 56.18% Python 43.82%
bootstrap canonical-correlation clustering data-imputation dimensionality-reduction factor-analysis-methods importance-sampling inverse-transform-method linear-regression monte-carlo-simulation pca-analysis probability-distribution python3 r regression-analysis rejection-sampling statistcal-tests

mathematics-statistics-for-data-science's Introduction

Hey there

I'm Tatev, a Machine Learning and AI Researcher with global work experience specializing in leading and executing impactful ML, AI, and data solutions. My expertise encompasses developing innovative data software and AI solutions for recommender systems, search engines, e-commerce, environmental, and retail companies.
Worked in Tech, as Data Scientist in ML and AI in both product-based and consultancy settings with a strong business sense, and collaborating with Tech Leads, UX designers, Senior Management, Product Leaders, and Business Directors.

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