İsmail Özdemirel

İsmail
Özdemirel.

Sophomore Statistics student at METU.

"Welcome! I created this page to showcase my passion for research. I am eager to begin my research journey and am open to exploring various disciplines. Please feel free to reach out—I look forward to connecting!"

Research Interests
Machine Learning & Statistical Modeling
Statistical Inference & Data Visualization
Biostatistics
Deep Learning
Large Language Models & NLP
Skills
Statistics
Probability Theory Hypothesis Testing Confidence Intervals ANOVA Linear Regression Statistical Modeling Test Statistics
Mathematics
Calculus I–II
Programming & Tools
PythonRMATLAB
pandasNumPyMatplotlibSeaborn
ggplot2TableauGit
Selected Work
STAT112 — Data Cleaning & Visualization

Final project for STAT112. Cleaned a messy real-world marketing dataset in Python — handled type errors, typos, outliers via IQR, and missing values. Includes a GitHub repo with the full code.

STAT112 — Project 1

First project for STAT112. Exploratory data analysis with statistical reporting and Tableau dashboard — regional and channel-based patterns visualized from a structured marketing dataset.

CENG240 — Python Programming Workbook

Alternative solutions to all three units of the CENG240 Python Programming Workbook at METU. Covers control flow, data structures, functions, and file I/O — written for clarity and correctness.