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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


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


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


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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