Amanda Iglesias MorenoinTowards Data ScienceUtilizing the OpenAI API for Detection of SMS Spam MessagesUnlocking efficient text classification with pre-trained models: a case study using OpenAI’s GPT-3.5-turbo6 min read·Mar 15, 2024----
Amanda Iglesias MorenoinTowards Data ScienceConstructing Hexagon Maps with H3 and Plotly: A Comprehensive TutorialUnlocking the Potential of Hexagon Maps for Data Analysis7 min read·Oct 31, 2023--3--3
Amanda Iglesias MorenoinTowards Data ScienceFrom GeoJSON to Network Graph: Analyzing World Country Borders in PythonUtilizing NetworkX for Graph-Based Country Border Analysis7 min read·Oct 15, 2023--1--1
Amanda Iglesias MorenoinPython in Plain EnglishObtaining Geospatial Polygons for Administrative Areas of Munich via the Overpass APIOpenStreetMap (OSM) is a fantastic source of geospatial data, offering insights into roads, buildings, and more. OSM provides a handy tool…6 min read·Oct 3, 2023----
Amanda Iglesias MorenoinTowards Data ScienceAnalysis of the polarity of tweets with the hashtag #bridgerton on TwitterTwitter is a social network where users react spontaneously to current events. From the point of view of data analytics, the data available…13 min read·May 15, 2022--1--1
Amanda Iglesias MorenoinLevel Up CodingEvaluating socio-economical indicators with exploratory analysis and hierarchical clusteringGrouping similar neighborhoods of Barcelona using agglomerative hierarchical clustering9 min read·Feb 21, 2022--1--1
Amanda Iglesias MorenoinTowards Data ScienceEnd-to-end machine learning project: Telco customer churnAnalyzing IBM telecommunications data (Kaggle dataset)19 min read·Nov 23, 2021--9--9
Amanda Iglesias MorenoinTowards Data ScienceDetecting the most popular tourist attractions in Valencia using unsupervised learning techniquesDSCAN algorithm for discovering the most popular photographed locations in Valencia (Spain).9 min read·Nov 14, 2021----
Amanda Iglesias MorenoinTowards Data SciencePython — from A to Z26 concepts you should know — Part 1: from A to J12 min read·Sep 6, 2021--1--1
Amanda Iglesias MorenoinTowards Data ScienceDetection of vertebral column pathologies using decision treesBuilding decision trees with Scikit-learn library17 min read·Jul 12, 2021----