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The Machine Learning “Advent Calendar” Day 15: SVM in Excel
Machine Learning
Instead of starting with margins and geometry, this article builds the Support Vector Machine step…
angela shi Dec 15 12 min read
6 Technical Skills That Make You a Senior Data Scientist
Data Science
Beyond writing code, these are the design-level decisions, trade-offs, and habits that quietly separate senior…
Piero Paialunga Dec 15 11 min read
Geospatial exploratory data analysis with GeoPandas and DuckDB
Programming
In this article, I’ll show you how to use two popular Python libraries to carry…
Thomas Reid Dec 15 13 min read
Lessons Learned from Upgrading to LangChain 1.0 in Production
Agentic AI
What worked, what broke, and why I did it
Clara Chong Dec 15 5 min read
The Machine Learning “Advent Calendar” Day 14: Softmax Regression in Excel
Machine Learning
Softmax Regression is simply Logistic Regression extended to multiple classes. By computing one linear score…
angela shi Dec 14 7 min read
The Skills That Bridge Technical Work and Business Impact
Author Spotlights
In the Author Spotlight series, TDS Editors chat with members of our community about their…
TDS Editors Dec 14 10 min read
Stop Writing Spaghetti if-else Chains: Parsing JSON with Python’s match-case
Programming
Introduction If you work in data science, data engineering, or as as a frontend/backend developer,…
Eirik Berge Dec 14 6 min read