Aleksei RozanovinTowards Data ScienceLA Crime: Now in 3D (No Glasses Required)Visualizing crime geodata in python6 min read·Jun 1, 2024----
Aleksei RozanovinTowards Data ScienceHow to Create Your Own CV Dataset Using Satellite Imagery: Wildfires from SpaceCollecting images to train CNNs7 min read·May 9, 2024--5--5
Aleksei RozanovinTowards Data ScienceYou’ve Got a Time Series. Now What?How to do exploratory data analysis of a time series8 min read·Apr 20, 2024--5--5
Aleksei RozanovinTowards Data Science3 Best Methods for Spatial InterpolationFrom scratch, in Python10 min read·Apr 9, 2024--6--6
Aleksei RozanovinTowards Data ScienceSemantic Segmentation of Remote Sensing Imagery using k-MeansFrom scratch in python🐍9 min read·Mar 14, 2024--3--3
Aleksei RozanovHow can a sea disappear? Case study of the Aral Sea using Python and MODIS data.Let’s create a timelapse and check if it’s true!5 min read·Mar 6, 2024----
Aleksei RozanovWeather And Climate Data For A Data Science Project. Where to take?Temperature and precipitation time series are extremely popular in many Data Science projects and tutorials, however it’s often unclear…5 min read·Feb 23, 2024----
Aleksei RozanovinTowards Data ScienceParticle Swarm Optimization (PSO) from scratch. Simplest explanation in pythonHow to implement PSO7 min read·Feb 16, 2024----
Aleksei Rozanov6 python libraries to make beautiful mapsAt some point any Data Scientist faces the need to analyze or model geo spatial data, and it can’t be done without the crucial visual part…7 min read·Feb 10, 2024--9--9
Aleksei RozanovMatplotlib Makeover: 6 Python Styling Libraries for Amazing PlotsIf you’re a data scientist, as I am, you know that no matter how well you understand and investigate a piece of data, the final judgement…5 min read·Jan 17, 2024--9--9