PinnedAdrià SerrainArtificial Intelligence in Plain EnglishExplaining least squaresThe basic linear regression modelOct 19, 2020Oct 19, 2020
PinnedAdrià SerrainArtificial Intelligence in Plain EnglishMachine learning project checklistStructuring Machine Learning ProjectsOct 12, 2020Oct 12, 2020
Adrià SerraReinforcement Learning IntroductionReinforcement learning is learning what to do, and how to map the situations to actions, so as to maximize a numerical reward signalAug 19, 2023Aug 19, 2023
Adrià SerraLearning Data Engineering in 2023A basic list of topics and recommended resources in 2023Jun 27, 2023Jun 27, 2023
Adrià SerrainTowards DevDeveloping APIs with Python and FastAPIA Practical GuideJun 14, 2023Jun 14, 2023
Adrià SerrainTowards DevMLflow: A Comprehensive Guide for Machine Learning DeploymentOne of the most used open-source tools for machine learning model lifecycle analysis and managementFeb 10, 2023Feb 10, 2023
Adrià SerrainTowards DevAirflow vs Luigi, Orchestrators ComparisonTwo of the most common data orchestrator frameworks for pythonFeb 4, 2023Feb 4, 2023
Adrià SerrainArtificial Intelligence in Plain EnglishHow I Became a Data ScientistBooks and course recommendationsJun 30, 2021Jun 30, 2021
Adrià SerrainDataDrivenInvestorSeparating Hyperplanes for classificationThe origins of Deep Learning and Support Vector MachinesJan 13, 2021Jan 13, 2021
Adrià SerrainDataDrivenInvestorThe basic Methods for classificationLinear methods for classificationJan 10, 2021Jan 10, 2021