Designing Uber

This is a guest post by Ankit Sirmorya. Ankit is working as a Machine Learning Lead/Sr. Machine Learning Engineer at Amazon and has led several machine-learning initiatives across the Amazon ecosystem. Ankit has been working on applying machine learning to solve ambiguous business problems and improve customer experience. For instance, he created a platform for experimenting with different hypotheses on...
RT @hasheddan: “The first step before modifying an aspect of a system is to understand it.”

Arnon Rotem-Gal-Oz (@arnonrgo) retweeted:“The first step before modifying an aspect of a system is to understand it.”fs.blog/chestertons-fe…- Daniel Mangum (@hasheddan)03:47 - Jan 25, 2022
GraalVM 22.0 Released with Native Image Improvements

GraalVM, a polyglot virtual machine that provides a shared runtime to execute applications written in multiple languages, has released version 22.0 with many native image improvements. The native image builder utility comes with significant improvements to speed up build times, reduce image sizes, utilize less memory to build & run images, and provide deep insights into image generation process. By...
Spark Graphx Pregel : It’s not so complex as it sounds!

Spark Graphx Pregel API: It’s Not as Complex as It SoundsUnderstand the basics of Pregel and how it can solve real world problems not even strictly related to graphs.https://www.pexels.com/photo/person-wearing-beige-sweater-holding-map-inside-vehicle-1252500/Pregel what?Spark comes with a graph-processing library that has several useful APIs that one can just use out of the box such as finding connected components, counting triangles, and ranking nodes in a graph....
Designing Data Systems: Complexity & Modular Design

Design thinking approach for data scientists and engineers.Photo by Med Badr Chemmaoui on UnsplashMotivationGoing from notebooks to creating machine learning systems that work in the real-world means shifting context from writing simple scripts, notebooks and visualizing data in the lab environment. Now it's the time to think about building a system and good systems have key characteristics namely resilience, performance and...
Coding Font by Typogram – Find Your True Love of Coding Fonts

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