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XGBoost workshop and meetup talk with Tianqi Chen
XGBoost is a fantastic open source implementation of Gradient Boosting Machines, a general purpose supervised learning method that achieves the highest accuracy on a wide range of datasets in practical...
View ArticleDSSTNE: A New Deep Learning Framework for Large Sparse Datasets
Update: This event has ended. Slides are available here. Update: Video recording by Carl Mullins: REGISTER HERE ON EVENTBRITE DATE AND TIME Thu, October 27, 2016 6:30 PM – 10:00 PM PDT Speaker: Scott...
View ArticleMeetup: Machine Learning at Google
UPDATE: The meetup “sold out” in record time (35 minutes!) from announcing it on our mailing list. There are more than 250 people on the waiting list now. Machine Learning at Google Come and hear about...
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Meetup: Machine Learning Best Algorithms: Gradient Boosting Machines (GBM)
Update_1: Slides for the 4 talks added below (at each talk section separately). Update_2: Photos from the meetup and a short description of the event added below (at the bottom of the post). Update_3:...
View ArticleSatRday LA – R Conference Announcement
Come and have fun with local useRs at SatRday LA on April 6, 2019. This is the first SatRday in LA, and the second in the states. If you have not heard of SatRday, it is a one-day affordable,...
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Meetup: No-Bullshit Data Science
Update: Slides here: Our next meetup: No-Bullshit Data Science by Szilard Pafka Abstract: While extracting business value from data has been performed by practitioners for decades, the last several...
View ArticleMeetup: Machine Learning in Production with Szilard Pafka
Update: Video recording of the meetup here: Slides here: Machine Learning in Production by Szilard Pafka In this talk I will discuss the main steps involved in having machine learning models in...
View Article2 talks: GBM Benchmark In-Depth | The State of XGBoost
Update: Video recordings: Talk #1 (Szilard Pafka: GBM Benchmarks) Slides here Talk #2 (Hyunsu Cho: The State of XGBoost) Slides: here In this first ONLINE event we’ll have 2 fantastic talks from 2...
View ArticleRecent Developments in LightGBM
Update: Video recording: Slides and code: here. After our last meetup with an overview and benchmark of the most popular GBM implementations and then a separate talk on XGBoost, we are back with a talk...
View ArticleCatBoost: Distributed Training, Uncertainty Estimation and Other News
Update: Video Recording: Slides: here After our last 2 meetups with core developers of XGBoost and LightGBM, respectively, it is now CatBoost’s turn (with the head of the CatBoost dev team speaking)!...
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