I will build machine learning classification models for your health or tabular data

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...
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About this Gig

Need to predict an outcome from your dataset, such as a diagnosis, churn, or risk? I build and compare machine learning classification models, and I explain the results in plain language.


What I do:

  • Clean your data (missing values, encoding, train/validation split)
  • Exploratory analysis with correlation heatmaps and distribution plots
  • Train and compare Decision Tree, Random Forest, KNN, and Naïve Bayes
  • Tune hyperparameters and evaluate with accuracy, precision, recall, F1, and confusion matrix
  • Deliver clean Python code and a short report


Sample work: I built a liver disease prediction model on 1,700 patient records. Random Forest scored 0.907 on the Kaggle leaderboard, beating Decision Tree, KNN, and Naïve Bayes.


Please send: your dataset, the target variable, and your deadline.


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build machine learning classification models for your health or tabular data
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build machine learning classification models for your health or tabular data
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build machine learning classification models for your health or tabular databuild machine learning classification models for your health or tabular databuild machine learning classification models for your health or tabular data

Expertise:

Feature learning

•

Classification

•

Decision trees

+1 more

Programming language:

Python

•

R

•

Colab

Frameworks:

Scikit-learn

•

Panda

APIs:

Microsoft Computer Vision AI

Tools:

Excel

•

Stata

•

Colab

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