PinnedVitor CerqueirainTowards Data Science12 Things You Should Know About Time SeriesA set of properties or components which are important to consider when modelling a time series.8 min read·Mar 22, 2022--5--5
Vitor CerqueirainTowards Data ScienceStep-by-Step Guide to Time Series Visualization Using Plotnine6 graphics to explore your time series·7 min read·Mar 27, 2024--3--3
Vitor CerqueirainTowards Data ScienceHow to Detect Concept Drift Without LabelsUnsupervised change detection using reference windows, with a Python example·6 min read·Mar 12, 2024----
Vitor CerqueirainTowards Data ScienceUnderstanding Concept Drift: A Simple GuideHow changes in the distribution arise, and the impact of verification delay.·6 min read·Mar 5, 2024--1--1
Vitor CerqueirainTowards Data ScienceHow to Handle Time Series Missing DataWhat causes missing values, and how to deal with them, using Python·6 min read·Feb 1, 2024--2--2
Vitor CerqueirainTowards Data ScienceHow to Model Multiple Seasonality in Time SeriesHandling seasonal effects in several periods·5 min read·Jul 25, 2023--2--2
Vitor CerqueirainTowards Data Science8 Techniques to Model SeasonalityHow to handle seasonality for forecasting·8 min read·Jul 14, 2023--2--2
Vitor CerqueirainTowards Data Science3 Types of Seasonality and How to Detect ThemUnderstanding time series seasonality·6 min read·Jun 30, 2023--2--2
Vitor CerqueirainTowards Data ScienceTime Series for Climate Change: Origin-Destination Demand ForecastingMining floating car data to tackle climate change·6 min read·Jun 15, 2023----
Vitor CerqueirainTowards Data ScienceTime Series for Climate Change: Reducing Food Waste with ClusteringUsing time series clustering for better demand forecasts·6 min read·Jun 7, 2023--3--3