System

Palantir Foundry — The Data Operating System That’s Not Talked About Enough Treating Data Like Code

The world of information engineering is filled with debates, with different schools of thought vying for supremacy. There are lots of discussions around data modeling, e.g., Inmon vs. Kimball, but in addition around tooling,...

Deep-learning system explores materials’ interiors from the surface

Possibly you'll be able to’t tell a book from its cover, but based on researchers at MIT chances are you'll now find a way to do the equivalent for materials of all sorts, from...

Constructing a big scale unsupervised model anomaly detection system — Part 2

Constructing ML Models with Observability at ScaleBy Rajeev Prabhakar, Han Wang, Anindya SahaThe highlighted red lines (anomalous hours from the prediction data) co-inside with a spike and drop in request latency, causing anomalies within...

Recommender System: Collaborative Filtering with Matrix Factorization

Explanation of Recommendations through Matrix Factorization Maxwell Harper and Joseph A. Konstan. 2015. The MovieLens Datasets: History and Context. ACM Transactions on Interactive Intelligent Systems (TiiS) 5, 4: 19:1–19:19. https://doi.org/10.1145/2827872

5 Top Machine Learning System Design Books for Data Scientists & Machine Learning Engineers

As machine learning continues to develop into more prevalent on the planet of technology, it’s more essential than ever for data scientists and machine learning engineers to have a solid understanding of tips on...

AI system can generate novel proteins that meet structural design targets

MIT researchers are using artificial intelligence to design latest proteins that transcend...

Goodbye os.path: 15 Pathlib Tricks to Quickly Master The File System in Python

No headaches and unreadable code from os.pathIn the event you enjoyed this text and, let's face it, its bizarre writing style, consider supporting me by signing as much as change into a Medium member....

The Suggestion System at Lyft Introduction: Scope of the Suggestion System What Does the Suggestion System Do? Upcoming Improvements Are You as Excited as We Are?

Suggestion plays a crucial role in Lyft’s understanding of its riders and allows for customizing app experiences to raised fulfill their needs. At times, recommendations are also leveraged to administer the marketplace, ensuring there’s...

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