Projects
University Case Study 1: World Value Survey
This repository demonstrates the application of Bayesian data analysis techniques using both R and Jupyter Notebooks. It covers Bayesian modeling, inference, and interpretation through real-world datasets and case studies.
University Case Study 2: Eye-Tracking Fixations Data Analysis
Test the hypothesis that fixation durations typically decrease with age during childhood, but increase later on in life. Investigate whether there are any systematic patterns in fixation durations over the course of the experiment—do fixations become shorter or longer over time? Do they become shorter first and longer later on?
University Case Study 3: Demographic Data Analysis Project
This project analyzes global demographic trends using data from the International Database (IDB, 2024). The focus is on life expectancy and under-five mortality rates across 227 countries, comparing data from 2004 and 2024. The analysis uses TeX to present comprehensive statistical insights and visualizations.
University Case Study 4: Berlin Marathon Performance Analysis
This report investigates age-related differences in finish times for female participants in the Berlin Marathon. The analysis spans six age groups and applies rigorous statistical methods using Jupyter Notebooks to uncover patterns in marathon performance.
University Case Study 5: Title
Check out my University projects, that include various regression, classification, and Bayesian models case studies.
University Seminar Block : Sports Analytics using BART
Check out my University projects, that include various regression, classification, and Bayesian models case studies.
University Project Course : Applied Bayesian Analytics
Check out my University projects, that include various regression, classification, and Bayesian models case studies.
Deep Learning Project: 1
A collection of deep learning projects, including image classification, object detection, and generative models.
Deep Learning Project: 2
A collection of deep learning projects, including image classification, object detection, and generative models.
Deep Learning Project: 3
A collection of deep learning projects, including image classification, object detection, and generative models.
Deep Learning Project: 4
A collection of deep learning projects, including image classification, object detection, and generative models.
Deep Learning Project: 5
A collection of deep learning projects, including image classification, object detection, and generative models.
NLP Project: 1
A collection of NLP projects, including text classification, sentiment analysis, and named entity recognition.
NLP Project: 2
A collection of NLP projects, including text classification, sentiment analysis, and named entity recognition.
NLP Project: 3
A collection of NLP projects, including text classification, sentiment analysis, and named entity recognition.
NLP Project: 4
A collection of NLP projects, including text classification, sentiment analysis, and named entity recognition.
NLP Project: 5
A collection of NLP projects, including text classification, sentiment analysis, and named entity recognition.
Prediction Models Projects : 1
A collection of prediction models projects, including time series forecasting and regression analysis.
Prediction Models Projects : 2
A collection of prediction models projects, including time series forecasting and regression analysis.
Prediction Models Projects : 3
A collection of prediction models projects, including time series forecasting and regression analysis.
Prediction Models Projects : 4
A collection of prediction models projects, including time series forecasting and regression analysis.
Prediction Models Projects : 5
A collection of prediction models projects, including time series forecasting and regression analysis.