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boston-housing-prices-prediction

Built a machine learning project with detailed case study including data preprocessing techniques (data cleaning, BI capabilities) and multidimensional visualization (heatmap, boxplots). Employed algorithms for performance evaluation and dimension reduction using Python and Jupiter Notebook

breakout-game

2D breakout game using htmls,css and js

buger-time

cpi-analysis-ca-on

cpi-analysis-on-vs-vs

Performed detailed analysis in R of quarterly changes in the overall Consumer Price Index (CPI) and CPI excluding food and energy over a 5-year period. Conducted monthly price growth analysis for food, housing, and energy, comparing month-over-month and year-over-year. Insights informed strategic decision-making and planning.

design-resources-for-developers

Curated list of design and UI resources from stock photos, web templates, CSS frameworks, UI libraries, tools and much more

end-to-end-data-engineering-project-4413618

This repo is for the Linkedin Learning course: End-to-End Data Engineering Project

flights-delay-prediction

Evaluated the performance of Naive Bayes and K-Nearest Neighbor (KNN) algorithms in Python for predicting flight delays using the Delayed Flights dataset. The results clearly demonstrated that KNN achieved superior accuracy (86.68%), with a remarkable 26% increase over Naive Bayes (58.46%).

holt_exponential_smoothing-and-moving-average

home-loan-dashboard

A Power BI data model that uses DAX calculations to build out a loan model based on mortgage rates.

instacart-market-basket-analysis

The Instacart Market Analysis project focuses on optimizing the operational efficiency, customer experience, and inventory management of the online delivery service Instacart.

k-means-clustering-iris-dataset

linear-regression-prediction

Clear depiction of the number of clusters within the dataset.

melbourne-housing-prediction

In this project, we analyze a comprehensive dataset of real estate transactions in Melbourne City, Australia, to create accurate models for predicting housing prices.

nlp-to-sql

Natural language processing to SQL queries using OpenAI API.

powerbi-eda-retailsamplesuperstore

pre-9-11-air-miles-travel-forecasting

Linear Regression for Trend and Seasonality- a time series forecasting project focused on modeling and predicting data exhibiting an upward trend and seasonality.

time-series-forecasting

Forecasting analysis on time series data with an upward trend and seasonality.

toronto-major-crimes-analysis

A dynamic Tableau project that incorporates the MCI information and focuses on insights related to crime category, resource allocation, and crime trend analysis.

vanillawebprojects

Mini projects built with HTML5, CSS & JavaScript. No frameworks or libraries