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A/B test on a Mobile Game
Cookie Cats is a hugely popular mobile puzzle game developed by Tactile Entertainment. It's a classic "connect three"-style puzzle game...
saman aboutorab
3 min read
Electricity Prediction using K-Neighbors Regression
This notebook is an introduction to the machine-learning concepts of clustering and prediction using regression. We will use the Building...
saman aboutorab
1 min read
Supervised Machine Learning with Scikit Learn for Thermal Comfort
In this supervised machine learning project, our primary goal is to develop a model that can predict thermal sensation based on a set of...
saman aboutorab
2 min read
Electricity Consumption Time Series Data visualization
Embarking on an in-depth exploration of time-series data within the Building Data Genome Project, our focus centers on unraveling the...
saman aboutorab
1 min read
Data Visualization and Analysis of simulated building energy data
Here is a data analysis of simulated data from a building energy model like EnergyPlus. We will look at a scenario of a Mall based in...
saman aboutorab
1 min read
Customer Service Churn with KNN
Embarking on a journey into the realm of customer service call data analysis, our project aims to construct a robust classification model...
saman aboutorab
2 min read
Diabetes Prediction with KNN Classifier
In the realm of healthcare and data-driven diagnostics, the focus on predicting the likelihood of diabetes has become paramount. This...
saman aboutorab
1 min read
Grains Clustering with Kmeans
Title: Unveiling Patterns in Agricultural Data: A Journey into Grain Clustering Using K-Means Introduction: In the ever-evolving...
saman aboutorab
2 min read
Stock movement clusters
In this project, we'll cluster companies using their daily stock price movements (i.e. the dollar difference between the closing and...
saman aboutorab
1 min read
Liver Disease prediction with AdaBoost and KNN Classifier
In this project, our focus revolves around the Indian Liver Patient Dataset obtained from the UCI Machine Learning repository. The...
saman aboutorab
1 min read
Car Fuel Consumption prediction with Decision tree
In this exercise, our objective is to train a regression tree model to predict the miles per gallon (mpg) consumption of cars within the...
saman aboutorab
1 min read
Breast Cancer prediction with Decision Tree Classification
In this Decision Tree classification project, our focus is on the Wisconsin Breast Cancer Dataset sourced from the UCI Machine Learning...
saman aboutorab
1 min read
Students Study vs Grades analysis and Data Visualization with Seaborn
In investigating the correlation between studying habits and final grades, a linear regression model is constructed to quantify the...
saman aboutorab
1 min read
Bike Sharing Demand in Washington with Random Forest
In this predictive modeling project, our focus is on forecasting bike rental demand within the Capital Bikeshare program in Washington,...
saman aboutorab
1 min read
Daily Show Guests' occupation
In this data visualization project, our objective is to explore and analyze the evolution of guest occupations on the Daily Show from...
saman aboutorab
1 min read
Data Visualization of Car Fuel Efficiency
What is the relationship between the power of a car's engine ("horsepower") and its fuel efficiency ("mpg")? And how does this...
saman aboutorab
1 min read
Schools Budget In USA Data Visualization
In this data visualization project, our focus will be on examining the impact and distribution of funds from the US School Improvement...
saman aboutorab
1 min read
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