PinnedJack LeitchinTowards Data ScienceBuilding a Data Pipeline for My Strava DataEtLT of my own Strava data using the Strava API, MySQL, Python, S3, Redshift, and AirflowJun 21, 20222Jun 21, 20222
PinnedJack LeitchinTowards Data ScienceBuilding NLP Powered Applications with Hugging Face TransformersAnd deploying on Google Chrome with FastAPI and DockerJun 14, 20223Jun 14, 20223
PinnedJack LeitchinTowards Data SciencePredicting 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
Jack LeitchinTowards Data ScienceBuilding Interpretable Models on Imbalanced DataJan 4, 2022Jan 4, 2022
Jack LeitchinTowards Data ScienceBuilding a Recipe Recommendation SystemUsing Word2Vec, Scikit-Learn, and StreamlitJul 28, 20213Jul 28, 20213
Jack LeitchinTowards Data ScienceAutomating Mundane Web-Based Tasks With Selenium and HerokuAutomating away those unceasing repetitive tasks the easy wayJul 18, 2021Jul 18, 2021
Jack LeitchinTowards Data ScienceAutomating 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
Jack LeitchinTowards Data ScienceBuilding 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
Jack LeitchinTowards Data ScienceOrganizing machine learning projectsA pragmatic guide to organizing your machine learning projectsNov 17, 20201Nov 17, 20201
Jack LeitchinTowards Data ScienceThe ins and outs of Gradient DescentOptimizing your choice of optimizerOct 28, 2020Oct 28, 2020
