Machine Learning

Lessons Learned After 8 Years of Machine Learning

Lessons Learned After 8 Years of Machine Learning

[ad_1] a decade old now. At the time, OpenAI felt like a (well-baked) startup among others. DeepMind was already there,…
The Machine Learning “Advent Calendar” Day 15: SVM in Excel

The Machine Learning “Advent Calendar” Day 15: SVM in Excel

[ad_1] we are. This is the model that motivated me, from the very beginning, to use Excel to better understand…
Google's AI Playbook for the ULTIMATE STORAGE

Google's AI Playbook for the ULTIMATE STORAGE

[ad_1] We share a practical playbook to help organizations deploy and improve robustness reporting with AI. Collective transparency is important,…
6 Technical Skills That Make You a Senior Data Scientist

6 Technical Skills That Make You a Senior Data Scientist

[ad_1] be honest. Writing code in 2025 is much easier than it was ten, or even five, years ago. We…
Geospatial data analysis to explore with geopandas and duckdb

Geospatial data analysis to explore with geopandas and duckdb

[ad_1] In this article, I will show you how to use two popular Python libraries to perform some geospatial analysis…
Lessons learned in developing Langchain 1.0 in production

Lessons learned in developing Langchain 1.0 in production

[ad_1] First stable v1.0 release in late October 2025 I have always been a fan of Langchain. The early versions…
Machine Learning “Calendar Lovent” Day 14: SoftMax Regression in Excel

Machine Learning “Calendar Lovent” Day 14: SoftMax Regression in Excel

[ad_1] Through systematic repetition, we learned to distinguish between two categories. Now, what happens if there are more than two…
Skills destroy technical work and business impact

Skills destroy technical work and business impact

[ad_1] In the Author Spotlight series, TDS editors talk to members of our community about their career path in Data…
Stop writing spaghetti if-else chains: concatenating json with Python's Case

Stop writing spaghetti if-else chains: concatenating json with Python's Case

[ad_1] If you work in data science, data engineering, or as a frontlend / backend engineer, you are dealing with…
Machine Learning “The Lovent Calendar” Day 13: Lasso and Ridge Regression on Excel

Machine Learning “The Lovent Calendar” Day 13: Lasso and Ridge Regression on Excel

[ad_1] One day, a data scientist told that Ridge Regression was a complex model. Because he realized that the training…
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