Blogs

Datina

Una comunidad de Ciencia de Datos
Las sesiones no serán consecutivas.

Understanding Linear Regression

English
Statistics
AI
Machine Learning
Linear Regression is a fundamental yet powerful machine learning model that blends elements of statistics, linear algebra, and…
Jun 9, 2024
Manuel Solano

Fitting Functions to Data

English
AI
Machine Learning
At the core of many machine learning models, lies a very simple mathematical problem: fit a given set of data…
Jun 8, 2024
Manuel Solano

Topological Data Analysis for Time Series

English
Topology
Time Series
Finance
In today’s data-driven world, time series analysis has become a cornerstone of many scientific and business applications. From forecasting stock prices and weather patterns…
Jun 7, 2024
Juan Manuel Hernández Solano, Alejandra Velasco Zárate, José Carlos Yamuni Contreras, José Antonio Juaréz Pacheco

Me as a Data Scientist

English
Data Science Fundamentals
Data Science
In process hehe
Jun 5, 2024
Manuel Solano

Reprojecting AGEBS with Topological Techniques

English
Geospatial Analysis
INEGI
Topology
In Mexico, the Basic Geostatistical Areas (AGEB) are fundamental geographical units for the collection, analysis, and presentation of…
May 26, 2024
Manuel Solano

Data Science Fundamental Problems: Separating Hyperplane (Problem 1)

English
Data Science
Data science is a multidisciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured…
May 5, 2024
Manuel Solano

Data Analysis of Ant Social Structures

English
Data Analysis
Clusters
Topology
Ants, as social insects, exhibit complex behaviors and organizational structures within their colonies. This project focuses on analyzing and extracting relevant information…
Apr 30, 2024
Manuel Solano

An approximation to Informal Settlements Detection in Mexico

English
Geospatial Analysis
CNN
Image Segmentation
GIS Systems
Apr 16, 2024
Manuel Solano

¿Por qué Manuel Solano?

Español
Opinión
Como toda persona tengo mis propios sesgos y preferencias.
Por eso, antes de comenzar tu lectura quiero ser transparente sobre cada uno de ellos para poner en perspectiva desde dónde…
Apr 16, 2024
Manuel Solano
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