This project analyzes water quality using key physical, chemical, and biological parameters such as pH, turbidity, dissolved oxygen, BOD, nitrate, phosphate, and total coliform. Each parameter is compared against standard environmental thresholds to evaluate whether water samples are clean or polluted.

Studying a stock market data with several risk factors, analyzing market caps and volume traded according to each sector and each ticker. Then building a predictive model for the Close Price based on the risk financial indicators.

Studying factors affecting gas production, with some visual analysis.

We are studying bank clients data for a campaign of term deposit and analyzing each risk factor could affect to have an overall predictive equation for class yes or no.

We are studying multiple factors affecting temperature, rainflow and weathersit across two years 2011 & 2012.

Studying the most risk factors to the NSP Class within the 21 variables given by the cardiotocographic.

Studying survival analysis of node4 level in colon status and analyzing all factors and risk ratios.

Studying the analysis of admitted students according to three predictors, gre,gpa and rank. Then constructing the ROC Curve to get value of 69% AUC.

Building Classification model about admitted students in Universities according to their GPA.

Predicting the number of BikeShare based on our data predictors and building poisson models accordingly.

Finding answers for KPI Questions on this data analysis by building models and studying correlations.

Analysis on LungCapacity dataset. Predicting probability of abnormal volume, and studying by which factors affected.