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arima-prediction-model

ARIMA model implementation for vehicle`s mileage left until high risk zone and risk of failure prediction using R.

devops_microservices

Supporting material and projects for a course on Cloud DevOps: Microservices.

etl-process-visualization

ETL Process visualization in R using: visNetwork and igpraph

logistic-regression-pca-lda-python

Solving classification problem by Logistic Regression model implementation; Linear transformation techniques application for dimensionality reduction:

multiple-linear-regression-with-backward-elimination

Multiple linear regression model implementation with automated backward elimination (with p-value and adjusted r-squared) in Python and R for showing the relationship among profit and types of expenditures and the states.

python

salary-years-simple-linear-regression

Simple linear regression model implementation in Python and R for to showing the relationship between salary and years of experience.

svm-pca-lda-r

Solving classification problem by SVM model implementation; Linear transformation techniques application for dimensionality reduction

time-series-visualization-multiple-y-axes-subplots

Time series visualization with multiple y axes and subplots using matplotlib and plotly.

xgboost-cross-validation

Solving classification problem by XGBoost model implementation; K-folds Cross Validation application for relevant performance metrics accessing.