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Customer Segmentation for grocery store
In this project, we will be performing an unsupervised clustering of data on the customer's records from a groceries firm's database....
saman aboutorab
1 min read
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
Image Classifier with VGG16
This project centers around the development of an image classifier specifically designed to identify instances of cracked concrete....
saman aboutorab
1 min read
Concrete Strength - Keras Regression
In this project, you will build a regression model using the Keras library to model the same data about concrete compressive strength. We...
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
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