This repository contains the course fulfillment assignments for CSP/MATH 571 course at Illinois Tech (Fall-19).
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Updated
May 7, 2020 - R
This repository contains the course fulfillment assignments for CSP/MATH 571 course at Illinois Tech (Fall-19).
Customer satisfaction study (data preparation, hypothesis, ab tests)
Python statistical data analysis project on stored preprocessed data, data manipulation and preparation
Using three supervised learning models for predicting whether a person is a potential donor for a charity organization and performing feature importance analysis to determine the most important features that impacts someone's probability of being a donor.
A data analytics case study that includes R to clean, analyze and process the data, Tableau to create visualizations and Google Slides in creating a presentation
Wykorzystując rstudio oraz zestawy dane ze strony https://www.gapminder.org/data/ badam tematykę dyskrminacjii kobiet na poszczególnych kontynentach i wyciągam odpowiednie wnioski
The Bike Sharing Company wants to understand the independent variables on their past data to analyze and create a machine learning model to understand the demand of the bike and accordingly plan a business strategy.
A machine learning based application to automate health underwriting in small-scale health insurance companies.
Data Quality Assessment , Data Insights and Presentation
Data Processing for Turkey İş Bankası ML Challenge #5 Competition.
exercise meant as a way to practice SQL skills
Solving Tableau Prep challenge 2023 Week 3 using SQL/Snowflake
Solving Tableau Prep challenge 2023 Week 2 using SQL/Snowflake
Solving Tableau Prep challenge 2023 Week 4 using SQL/Snowflake
This repository contains a collection of labs that explore various machine learning algorithms and techniques. Each lab focuses on a specific topic and provides detailed explanations, code examples, and analysis. The labs cover clustering, classification and regression algos, hyperparameter tuning, data-preprocessing and various evaluation metrics.
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