PinnedPublished inTDS ArchiveBuilding a Data Pipeline for My Strava DataEtLT of my own Strava data using the Strava API, MySQL, Python, S3, Redshift, and AirflowJun 21, 2022A response icon2Jun 21, 2022A response icon2
PinnedPublished inTDS ArchiveBuilding NLP Powered Applications with Hugging Face TransformersAnd deploying on Google Chrome with FastAPI and DockerJun 14, 2022A response icon3Jun 14, 2022A response icon3
PinnedPublished inTDS ArchivePredicting Strava KudosAn end-to-end data science project, from data collection to model deployment, aimed at predicting user interaction on Strava activities…Oct 25, 2021Oct 25, 2021
Published inTDS ArchiveBuilding a Recipe Recommendation SystemUsing Word2Vec, Scikit-Learn, and StreamlitJul 28, 2021A response icon3Jul 28, 2021A response icon3
Published inTDS ArchiveAutomating Mundane Web-Based Tasks With Selenium and HerokuAutomating away those unceasing repetitive tasks the easy wayJul 18, 2021Jul 18, 2021
Published inTDS ArchiveAutomating the Setup of my Data Science ProjectsUsing Python to automate the process of setting up new project directories and making the first commit to a new repository in GithubDec 21, 2020Dec 21, 2020
Published inTDS ArchiveBuilding a Recipe Recommendation API using Scikit-Learn, NLTK, Docker, Flask, and HerokuThe journey to my first ‘full-stack’ data science project (part 2) — building and deploymentDec 8, 2020Dec 8, 2020
Published inTDS ArchiveOrganizing machine learning projectsA pragmatic guide to organizing your machine learning projectsNov 17, 2020A response icon1Nov 17, 2020A response icon1
Published inTDS ArchiveThe ins and outs of Gradient DescentOptimizing your choice of optimizerOct 28, 2020Oct 28, 2020
