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KMeans Clustering for Mall Customers Dataset

Mar 25, 2022 · 9 min read · The Dataset Market Analysis We have a supermarket mall and through membership cards , we have got some basic data about our customers like Customer ID, age, gender, annual income and spending score. Spending Score is something we have assigned to the...

Getting Started with Apache Spark

Mar 25, 2022 · 18 min read · Apache Spark* is a dispatcher processing engine responsible for orchestrating, distributing, and monitoring applications that perform multiple data processing tasks on multiple worker machines, which form a cluster. As we have already mentioned, it i...

Regresión Lineal vs XGBoost (Regression)

Mar 23, 2022 · 7 min read · XGBoost conocido como Extreme Gradient Boosting (Potenciación del gradiente) es una técnica de aprendizaje automático utilizado para el análisis de la regresión) Descargamos el dataset bike_rentals_cleaned.csv, he eliminado valores N/As y columnas qu...

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Elements of Leadership

Mar 18, 2022 · 2 min read · Today we had an exciting workshop at UCM's Faculty of Economics conducted by María Hidalgo Múgica. We discussed the patterns that may emerge in certain types of leadership. Types of leadership In general... WaterFireEarthAir Adaptable and can...

Time Series Analysis and Forecasting in Python

Mar 17, 2022 · 23 min read · What is a Time Series? In mathematics, a time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time. Thus it is a sequence of disc...