Machine Learning
4 YAML Files Instead of PySpark: How We Let Analysts Build Data Pipelines Without Developers
4 days ago
4 YAML Files Instead of PySpark: How We Let Analysts Build Data Pipelines Without Developers
we three weeks to send one pipe of data. Today, an analyst with zero Python knowledge makes it a day.…
Ensembles for Ensembles: A Guide to Packing
4 days ago
Ensembles for Ensembles: A Guide to Packing
machine learning is a complex game of embedded engineering. The difference of a small improvement in travel time or points…
Agentic AI: How to Save on Tokens
4 days ago
Agentic AI: How to Save on Tokens
that working with AI in production is pretty expensive. We all know this and we know most vendors are working…
System Design Series: Apache Flink from 10,000 Feet, and Building a Flink-powered Recommendation Engine
4 days ago
System Design Series: Apache Flink from 10,000 Feet, and Building a Flink-powered Recommendation Engine
, I’ve had Apache Flink on my “things I really need to understand properly” list. I’d seen it mentioned alongside…
Let the AI Do the Experimenting
5 days ago
Let the AI Do the Experimenting
in a situation where you have plenty of ideas on how to improve your product, but no time to test…
20 fun facts to celebrate Google Translate turning 20 years old
5 days ago
20 fun facts to celebrate Google Translate turning 20 years old
13. You can use Translate offline. And if you want to put your new language skills to use abroad, you…
Correlation Does Not Mean Causation! But What Does It Mean?
5 days ago
Correlation Does Not Mean Causation! But What Does It Mean?
entered data science, there was a phrase we had all heard; everyone knows, young and old: “Correlation does not imply…
The Next Frontier of AI in Production Is Chaos Engineering
5 days ago
The Next Frontier of AI in Production Is Chaos Engineering
that no chaos engineering tool in production today can answer: Did your last experiment test the right thing? Not ‘Did…
I-PyTorch NaNs Ngababulali Abathule – Ngakho Ngakhe Ihuku Le-3ms Ukuze Ngibabambe Ngesendlalelo Esiqondile
5 days ago
I-PyTorch NaNs Ngababulali Abathule – Ngakho Ngakhe Ihuku Le-3ms Ukuze Ngibabambe Ngesendlalelo Esiqondile
Ama-NaN awaveli lapho avela khona – basakaza buthule kuzo zonke izingqimba torch.autograd.set_detect_anomaly kuyinto inensa kakhulu futhi ivame ukudukisa ngokulungisa iphutha…
Work in Data Isn't Always a Straight Line, and That's OK
6 days ago
Work in Data Isn't Always a Straight Line, and That's OK
In the Author Spotlight series, TDS Editors talk to members of our community about their work in data science and…