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Talha Siddiqui

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Portfolio

Welcome to my Data Science & Machine Learning Portfolio

One of my primary passions in life is to draw meaningful insights. You'll find below a collection of data analyses and statistical tests I have performed on real data.

2019 ICC Cricket World Cup AI Predictions

Predictive Modeling in Python | Using AI to predict the outcome of the 2019 ICC Cricket World Cup using 50 years of ODI match, player and ground statistics

Caret and Scikit-learn Machine Learning Models Comparison

R and Python Package Development | Facilitate beautifully efficient comparisons of caret and scikit-learn machine learning classifiers

How Safe is America?

Shiny interactive webb app in R | Interactive visualization of The Marshall Project data to explore and analyze the trend of violent crime for major US cities in the last 40 years.

Breast Cancer Predictors

Machine Learning in Python + Data Wrangling and EDA in R + Docker | Reproducable research project to discover the strongest predictors of breast cancer using the University of Coimbra data set.

College Majors & Salary: Risk vs. Return?

Exploratory Data Analysis in R | A deep-dive into the trends of recent college graduates and salaries. Answering vital questions around gender, unemployment, and earning.