Jim Dowling @jim_dowling
Co-founder and CEO @hopsworks. Organizer of the feature store summit. I am writing a book on Building ML Systems for O'Reilly. hopsworks.ai Stockholm, Dublin Joined January 2012-
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Knowledge is not that widespread about the major Chinese "big data" platforms. They are mostly JVM, not Python. 1. Apache Flink - powers Alibaba, ByteDance use at PB scale 2. Apache Spark - available on all major clouds 3. StarRocks - ByteDance, Alibaba use at PB scale
Knowledge is not that widespread about the major Chinese "big data" platforms. They are mostly JVM, not Python. 1. Apache Flink - powers Alibaba, ByteDance use at PB scale 2. Apache Spark - available on all major clouds 3. StarRocks - ByteDance, Alibaba use at PB scale
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Jim Dowling retweeted
Just built my first End-to-End ML System to predict if a novel is a “Hit” or “Miss” to aid a hypothetical publishing firm decide what novels to channel more post-launch marketing efforts to. Here’s a quick summary of the MLOPs best practices I followed: 🧵
This is interesting.... Databricks acquiring Tecton. It doesn't make sense to me from a technical perspective. But allow me to speculate.... Maybe a new DSL that compiles to a Spark program that calls df.toPandas() to finally run a query on DuckDB in a proprietary compute…
100m KV lookups / sec with Python using a REST API to RonDB - on AWS. What a journey by @mikael_ronstrom and team at @hopsworks. Spoiler: the bottleneck was the AWS load balancer rondb.com/post/the-proce…
Jim Dowling retweeted
Introducing DeepSeek-V3.1: our first step toward the agent era! 🚀 🧠 Hybrid inference: Think & Non-Think — one model, two modes ⚡️ Faster thinking: DeepSeek-V3.1-Think reaches answers in less time vs. DeepSeek-R1-0528 🛠️ Stronger agent skills: Post-training boosts tool use and…
Jim Dowling retweeted
Sovereign AI has become a boardroom priority. 69% of global organizations are making AI sovereignty a strategic focus. 📘 Get the Sovereign AI Blueprint — your guide to building regulation-ready, responsible AI. 🔗 hopsworks.ai/lp/blueprints/… Lead the shift. Own your AI future.
Europe needs it's own digital infrastructure. Without digital sovereignty, there is no sovereignty.
Europe needs it's own digital infrastructure. Without digital sovereignty, there is no sovereignty.
At university, there was a maxim that, you could only do 2 of these 3: study, sleep, party. As a dad, I experience that I can only ever focus on 2 out of these 3 at any given point in time: career, good parent, regular exercise. Is it just me?
Jim Dowling retweeted
@WaleAkinfaderin Maybe they can finally rival the low latency feature serving market currently dominated by hopsworks.ai
Jim Dowling retweeted
🚀 Hopsworks 4.2 is officially live! Packed with powerful updates to supercharge your ML workflows, including major improvements to the Online Feature Store, upgrades, bug fixes, and more! Read more at: hopsworks.ai/news/hopsworks… #MachineLearning #AI #Hopsworks #DataScience…
I was pleasantly surprised to see my "From zero to a working ML system with Python, free serverless services + FTI pipelines" talk ranked at 43 in most popular Python talks of 2024. Talk rfr.bz/t4bb04d Reference: rfr.bz/t0d6836 rfr.bz/tdbd7e7
I was pleasantly surprised to see my "build Tiktok with Hopsworks" talk ranked at number 6 in most popular Python talks of last year. TikTok with Hopsworks talk: rfr.bz/t79b1d9 Source: rfr.bz/t23070c
This is an interesting dataset and paper by Netflix that in essence says: "By predicting the next interaction, our foundation model must build an internal model of consumer behavior." rfr.bz/tecf117
I will talk about Hopsworks at the Data Innovation Summit in Stockholm in May. Be there, or be elsewhere :)
I will talk about Hopsworks at the Data Innovation Summit in Stockholm in May. Be there, or be elsewhere :)
What tables in the Data Warehouse should be exposed to data scientists to create features from? The gold layer is aggregated features. If you want to create your own aggregations, you need access to the raw events (bronze or silver layers). Reference: rfr.bz/tb93fe0
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