canada-net-zero-optimization

Using mixed integer programming to determine the optimal path toward Canada net zero emission goal in the electricity sector

capstone-project-for-the-google-data-analytics-professional-certificate

causal-inference-model-for-bank-client-subscription

The primary goal is to assess the impact of marketing campaigns on the likelihood of bank clients subscribing to a term deposit by leveraging Causal Inference Techniques

crime-category-classifier

A classification model that can forecast the likelihood of specific crimes occurring in designated locations to individuals

dashboard-visualizations-and-analytics

Dashboard projects, designed to showcase a fusion of data science, analytics, and insightful visual storytelling

demand-forecast-time-series

This repository contains the implementation of a demand forecast for the upcoming weeks. The project focuses on analyzing historical sales data to predict future demand using time series forecasting models like ARIMA and Prophet.

hellofresh-database-management-system

A comprehensive SQL database project designed for managing HelloFresh's operations. This repository contains all SQL scripts for database creation, management, and complex queries that reflect real-world business processes and data analytics

image-classification

kickstarters-classification-clustering

Classification Model and Clustering Insights to predict the success of projects at their launch

natural-language-processing-projects

Series of NLP projects, demonstrating the application of machine learning and computational linguistics to derive insights from human language

predicting-imbd-movie-ratings

The goal is to harness current IMDb data to create robust models for IMDb score prediction, which can benefit moviegoers and the film industry

predicting-insurance-risk-rating-of-automobiles

The core of this project revolves around two primary analytical methods: Classification Model and clustering

predicting-life-expectancy

Predictive Model to predict Life Expectancy for a Country based on various health and social-economic factors

predicting-products-reordered-by-customer

Which products will an Instacart consumer purchase again?

pytorch-multi-task-learning-for-predicting-house-prices-and-house-category

Multi-task-Learning-for-Predicting-House-Prices-and-House-Category

pytorch-predicting-customer-churn-using-feed-forward-neural-networks

Predicting Customer Churn using Feed-Forward Neural Networks

real-estate-price-prediction

revenue-management-optimization

This repository contains a project on optimizing revenue management strategies through various pricing models. It includes data collection, methodology, and results analysis using human intuition, linear optimization, and non-linear optimization approaches

revenue-radar

Predictive modelling for customer conversion and transaction revenue at Google's e-commerce shop

talent-analytics-assignments

Series of Assignments to Understand USTP Examiner Attrition

tashfeenahmed12