Predictive Maintenance: Predicting Machine Failure from Sensor Data with Python
Build a leakage-safe, reproducible machine-failure classifier and evaluate rare-event performance with appropriate baselines and metrics.
Data Visualization
7 tutorials
How to Use Hierarchical Clustering For Customer Segmentation in Python
In this tutorial, we will use Python and the scikit-learn library to apply hierarchical clustering to a dataset of customer data.
Feature Engineering and Selection for Regression Models with Python and Scikit-learn
This guide provides tips on feature exploration, engineering, and selection for machine learning using Python and Scikit-Learn
Cryptocurrency Market Clustering with Affinity Propagation in Python
Cluster cryptocurrency returns with affinity propagation, estimate a sparse dependency network, and visualize the 2023-2025 market structure in Python.
Leveraging Distributed Computing for Weather Analytics with PySpark
This tutorial teaches the basics of Big Data analytics with Pyspark, based on the ingestion, processing, and analysis of Zurich weather data.
Color-Coded Cryptocurrency Price Charts in Python
Create color-coded cryptocurrency price charts with Python to visualize the lag between price points and the bitcoin halving.
Geographic Choropleth Maps with GeoPandas and Python
Build reproducible world and regional choropleth maps with GeoPandas, Natural Earth boundaries, and an archived COVID-19 dataset.