I will build machine learning models for prediction and classification in r or p

Areesha Ikram

Pakistan

I speak Urdu, English

Healthcare Data Analyst and Statistician Delivering Actionable Insights

I am a data analyst with strong experience in statistical analysis, research methodology, and data interpretation. I work with academic and applied datasets to turn raw data into clear, meaningful ins...
Read More
About this Gig

Description:

I build and evaluate machine learning models for prediction and classification tasks using Python or R.


What I offer:

  • Data cleaning, imputation, and feature engineering
  • Model building: Logistic Regression, Random Forest, XGBoost, SVM, KNN, and more
  • Model comparison using Accuracy, AUC, Precision, Recall, F1-score
  • Feature importance and SHAP analysis for interpretability
  • Clear performance reports with confusion matrix and ROC curves


I recently completed a project predicting a health condition using 9 different ML algorithms on a large public health dataset, comparing performance and identifying key risk predictors see portfolio samples.


Send me your dataset and prediction goal, and I'll recommend the best modeling approach.

Read More
build machine learning models for prediction and classification in r or p
Full Screen
build machine learning models for prediction and classification in r or p

Expertise:

Decision trees

•

Predictive analysis

Programming language:

Python

•

R

Frameworks:

Scikit-learn

•

Panda

APIs:

Microsoft Computer Vision AI

Tools:

Excel

•

Stata

•

Colab

•

RStudio

Related tags