• Reproduction of a study in Turkey using ML models

• Predicted whether a patient has breast cancer base on blood work

• Adjusted tuning parameters using caret package

• Compared ridge/lasso regression and random forest base on AUC

• Chemistry Department’s test results was used to assess students.

• Conducted Data analysis with logistic modelling

• Presented results to school faculty

• Investigated rarity in musical 12 tones rows

• Probed row operations such as transposition

• Generalized for n-notes system

• Examined seven-note diatonic scales

• Analyzed generalized formulas of perfect fifth

• Assess customers’ needs and interests to best recommend products

• Visit with patients to provide companionship and support.

• Assisted with running errands, meal preparation, and other tasks.

• Maintain close contact with volunteer coordinator and hospice staff