Fran PérezDune for otherworldly analystsGentle introduction to Dune analytics for well trained web2 analysts interested in web3Jul 13, 20221Jul 13, 20221
Fran PérezinTowards Data ScienceHyperDriveStep in data pipelinesScale-up Python processes using Azure Machine Learning pipelines.Jan 23, 2022Jan 23, 2022
Fran PérezinTowards Data ScienceMachine Learning code reproducibility using versioningSoftware dependency and version control is a hard and tedious process. But as such, they are the ideal target for automatization.Jan 12, 2021Jan 12, 2021
Fran PérezinTowards Data ScienceGeoSpatial analysis in Python and Jupyter NotebooksGeospatial analysis of Barcelona’s bike rental service (bicing), using geopandas and kepler.gl.Oct 20, 2020Oct 20, 2020
Fran PérezinTowards Data Science4 techniques to enhance your Research in Machine Learning projectsIn this post, I will delve into some techniques and tools that will help you out mastering your Research.Sep 14, 20201Sep 14, 20201
Fran PérezinTowards Data ScienceResearch guidelines for Machine Learning projectsHow to develop two main aspects during the Research stage: scope definition and iterative model testingAug 20, 20201Aug 20, 20201
Fran PérezMake Estimators accountable for the lost namesUsually, any Scikit-Learn component transforms the data into a pile of un-named data (ndarray). At first, this looks correct, …Nov 25, 2018Nov 25, 2018
Fran PérezBotFramework v.4 and the Id sicknessIt all starts when you declare a ComponentDialog based class. In the constructor of your inherited class, you must declare the dialog…Oct 14, 2018Oct 14, 2018
Fran PérezDocker-ing to Visual Studio 2017Visual Studio Tools for Docker does a great job. You press F5 (or Ctrl+F5), and it compiles the code, builds docker images and deploy…Oct 22, 2017Oct 22, 2017
Fran PérezrMarkdown tricks from Kaggle trenchesrMarkdown is great because it helps to annotate the design process, blending the design’s documentation with development code and charts in…Sep 4, 2017Sep 4, 2017