Machine Learning

Ensembles for Ensembles: A Guide to Packing

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

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

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

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

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?

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

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

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

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…
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