Nurken Adilbek Email & Phone Number

Kazakhstan

Алматы, Казахстан

Алматы, Казахстан

Development of the lecture components for Hard DA (Advanced Data Analytics) course, topics on Causal Inference Analytics and more:◼️ Causal Impact - evaluating causal analysis on time-series data with an estimation of type I and type II errors, computing approximate MDE (Minimum Detectable Effect) and choosing the best covariate by implementing time-series validation (similar to cross-validation).◼️ PSM (Propensity Score Matching) - analysis of quasi-experimental data and comparison of matching method vs AB random experiment◼️ DiD (Difference in differences) - evaluation of causal analysis on time-series data with an estimation of type I and type II errors◼️ Multiple comparisons problem - dealing with multiple hypothesis testing in AB experiments, pure implementation of FWER methods of Bonferroni, Holm-Bonferroni, Sidak and FDR method of Benjamini-Hochberg

Алматы, Казахстан

◼️ Development of proposals for strengthening the business performance on anti-fraud in auto-credit by rules audit, segmentation◼️ Building anti-fraud rules for potential fraudsters by maintaining threshold of profitability and credit risk

Master'S Degree, Computer Science

Courses: - Advanced Programming Technologies - Mathematics for Data Science - Machine Learning .... be updated soon

Bachelor Of Science - Bs, Mathematics, Gpa 3.57/4.00

Activities and Societies: SDU Data Science Community Diploma work: Artifact Removal with Convolutional Neural Networks in Low-Dose.

Data Science

Courses: - Excel - SQL - Python - Data manipulation & visualization with numpy, pandas, matplotlib - Machine Learning