Matt ChapmaninTowards Data ScienceData Science for Schools: Automate Timetabling with Python and OR-Tools, Part 1A free, human-in-the-loop way to organise cover for staff absences3d ago13d ago1
Matt ChapmaninTowards Data ScienceDeploy a LightGBM ML Model With GitHub ActionsA beginner’s guide to getting out of Jupyter notebooks and deploying ML models5d ago5d ago
Matt ChapmaninTowards Data ScienceThe Predictable Rise of Full-Stack Data ScienceGone are the days when we could just focus on “building the model”Jun 410Jun 410
Matt ChapmaninTowards Data ScienceData Scientists Work in the Cloud. Here’s How to Practice This as a Student (Part 2: Python)Because data scientists don’t write production code in the Udemy code editorMay 29May 29
Matt ChapmaninTowards Data ScienceTwo Common Pitfalls to Avoid When Doing Cross-ValidationAnd the techniques you need to combat themMay 243May 243
Matt ChapmaninTowards Data ScienceData Scientists Work in the Cloud. Here’s How to Practice This as a Student (Part 1: SQL)Forget local Jupyter Notebooks and bubble-wrapped coding courses – here’s where to practice with real-world cloud platforms. Part 1: SQLMay 81May 81
Matt ChapmaninTowards Data ScienceFrom Social Science to Data Science8 years ago I started my bachelor’s degree in Geography. Now I’m a Data Scientist; this is the story of how (and why) I’ve got hereMay 26May 26
Matt ChapmaninLevel Up CodingLearn Mathematical Optimization in Python with Fantasy FootballCompanies like Amazon and Meta want Data Scientists with this skill; here’s a beginner-friendly tutorial with everything you need to knowFeb 201Feb 201
Matt ChapmaninTowards Data ScienceRebuilding the Portfolio that Got Me a Data Scientist JobIn 2022, my portfolio helped me get my first DS job. Now I’m tearing it down and starting again from scratchFeb 910Feb 910
Matt ChapmaninTowards Data ScienceWhy (and How) I Learned Web Development as a Data ScientistWeb dev lets you build full-stack ML apps and maximise MLEng/entrepreneurial skills. Oh, and you can do it in PythonJan 276Jan 276