Ben Xiao 蕭宇力 (@SpecC) header
Ben Xiao 蕭宇力 (@SpecC) profile picture

Data Scientist, 🐕🐈🐈, mech keyboards, video games, NBA analytics. Keeping manual transmissions alive ✊🏻

San Francisco, CA
Joined May 2009
Photo by Ben Xiao 蕭宇力 (@SpecC)Photo by Ben Xiao 蕭宇力 (@SpecC)Photo by Ben Xiao 蕭宇力 (@SpecC)Photo by Ben Xiao 蕭宇力 (@SpecC)Photo by Ben Xiao 蕭宇力 (@SpecC)Photo by Ben Xiao 蕭宇力 (@SpecC)Photo by Ben Xiao 蕭宇力 (@SpecC)Photo by Ben Xiao 蕭宇力 (@SpecC)Photo by Ben Xiao 蕭宇力 (@SpecC)Photo by Ben Xiao 蕭宇力 (@SpecC)
Mirin's Giannis book was one of my favorite basketball reads. Looking forward to another one!
Very excited that @BrazosBookstore has signed books by me available for preorder of my upcoming biography of Hakeem Olajuwon, DREAM: brazosbookstore.com/pre-orde… Please consider pre-ordering, it really helps both booksellers + authors 💜
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I have instantly freed up 3 hours of my week
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A data gold mine!
that time of the year again… I’ve updated the shots dataset with the 2023/24 season, so it now contains 4.3+ million shots from the last 21 NBA regular seasons. Each shot contains player IDs, x and y locations, position labels and descriptions! github.com/DomSamangy/NBA_Sh…
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Another must add to your data science library!
I’m excited to share that I’m working on a new book about building applications with foundation models! AI Engineering builds upon Machine Learning Systems Design, but with a focus on large scale, ready made models. The book covers: - The new AI stack (e.g. how it differs from traditional ML engineering) - Different approaches to evaluate open-ended systems - Dataset engineering - Prompt engineering, RAG, agents - Finetuning - Compute infrastructure, including how to mitigate latency and cost AI Engineering is scheduled for late 2024. The first 3 chapters are available on the O'Reilly platform: learning.oreilly.com/library… I’ve learned a lot during the research and writing process for this book. I hope you’ll find the learnings useful. Feedback is much appreciated!
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Steph always bringing it all together for us!
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Beautiful! Reminds me of @sxywu's flower IMDb project
🚨 NEW VIZ: Hi #datafam, check out my latest #foodie viz on the nutrition values of my fave cuisine: Dim Sum! 😋rb.gy/amhsln Each lotus represents a dish's nutrient values vs @US_FDA ref values. The design was inspired by @fedfragapane & @flerlagekr's vizzes. (1/n)
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The highlight at 3:04 detailing timing a cut just to pull help away for half a second. *chef's kiss*
🌴greetings pals 🌴 jaime jaquez jr.'s well-rounded skill set and zen presence have set him to surpass expecations and mesh immediately w/the miami heat. in this vid for @ringer @ringernba i take a look at how he's been able to thrive. 🩵💛🏀🔴⚫️ youtu.be/qE_jAAlPyLY?si=SVOk…
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Excel makes things so weird
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We hear specialty coffee is better for the growers, so I always wondered how much do my local roasters actually make? Seems like a pretty good margin. It's still amazingly cheap to me for how much work goes into making my morning coffee. reddit.com/r/Coffee/s/9DRGu8…
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I may be biased sharing a biology background with Charles. He's been one of my favorite LLM educators out there. Give his recording a watch if you're interested in all things LLMs!
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Embiid?
Giannis is # 1 on bball-index Finishing Talent i.e. the best finisher in the league Can you guess who # 2 is? QT/reply
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Now that's something!
Sooo... Cam Thomas is confirmed the GOAT? 🐐
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Peak basketball analysis. I subscribed!
I take the work that I’m about to share very seriously. The Pacers as Outshine, a thread:
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Great resource for free today!
“He’s really a nice dude” Alright fuck it. machinelearningflashcards.co… are free for the next 24 hours. Coupon code: LOCALLLAMA
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Excellent work! Parsing play by play is really tricky stuff
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Another wonderful post from one of my favorite data vis people! I like Waves and Fog myself
How should they name the Bay Area's new WNBA team?
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