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anova_and_discriminant_analysis

ANOVA, Linear Discriminant Analysis, Quadratic Discriminant Analysis

biostatistics

poisson, negative-binomial, zero-inflated models (sweave/knitr/latex)

cargo

java / information systems & database programming

citybikeapp

city bikes tracking app (Android)

classificationtrees_and_logisticregression

classification trees, roc curves (logit/probit), logistic regression

clustering_based_k_anon

cluster based generalization for k-anonymity

countagram

calory counting and nutritional assistence mobile app (Android)

dbs

Database Systems Programming (Java, PHP)

dse

distributed systems programming (Java, JAX-RS, REST, microservice)

estimators_and_stat-tests

A2_angew: t-test, permutation test, maximum likelihood estimator, bayes estimator

insurancedata

poisson vs. negative-binomial vs. zero-inflated distribution

iotservice

IoT Service that provides science data

iswaf2018

R / statistics / automated data cleaning & data screening application

k_means_py

implementation of k-means algorithm (unsupervised learning, clustering)

k_means_r

implementation of k-means algorithm (unsupervised learning, clustering)

ki_neuralnetworks

Neural Networks (Java) - Artificial Intelligence

ki_prolog

Prolog Programming - Artificial Intelligence

mastermind

mastermind game & strategy simulation (python)

montecarlo

Simulations in R using Monte Carlo Techniques

regression_analytics_and_diagnostics

linear, local, kernel, naive, piecewise constant/linear regression; splines; log-linear models; transformed response; regression with indicators; regression diagnostics

regression_types

applying different regression methods (R, Course General Linear Models)

regression_with_indicator_variables

regression with indicator variables, prediction sum of squares criterion

sampling_distributions

A1_angew.

sepchain

statisticalprogramming

R (Statistical Programming) Final Project

statsmodels_py

statistical modeling (statsmodels.api, pandas, numpy)

statsmodels_r

statistical modeling in R

swqm

Java/Spring/Groovy; software quality management, docker, jenkins pipeline, sonarqube, checkstyle etc.

t2swa

spreadsheet calculation and graphics application (Java)

t3swa

product selection & billing application incl. GUI (Java)