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RAPIDS
Intro to Data Science
Intro to Data Science
Intro to Data Wrangling
Intro to OpenCV CUDA
Intro to OpenCV CUDA
From single image to Dask Delayed
Winston Robson
Oct 26, 2020
ETL 30GB in Seconds with BlazingSQL
ETL 30GB in Seconds with BlazingSQL
Query > 215M NYC Yellow Cab rides for Datashader visualization with a single Tesla T4 GPU
Winston Robson
Feb 10, 2020
Beginner’s Guide to BlazingSQL
Beginner’s Guide to BlazingSQL
Everything you need to know when starting out with BlazingSQL (Walk-thru Example w/ Code)
Winston Robson
May 3, 2020
OpenCV CUDA for Videos
OpenCV CUDA for Videos
No camera required. (Built on Jetson Nano.)
Winston Robson
Nov 1, 2020
Intro to Machine Learning
Cross validating Prophet at Scale
Cross validating Prophet at Scale
Distributed Time Series Cross Validation and Hyperparameter Optimization with Dask
Winston Robson
Sep 30, 2020
Beginner’s Guide to Logistic Regression with cuML
Beginner’s Guide to Logistic Regression with cuML
What is Logistic Regression? And how to implement it in Python with RAPIDS cuML
Winston Robson
Aug 27, 2020
Intro to K-Means Clustering with cuML
Intro to K-Means Clustering with cuML
What is K-Means? And how to implement it in Python with RAPIDS cuML
Winston Robson
Aug 17, 2020
Beginner’s Guide to KNN with cuML
Beginner’s Guide to KNN with cuML
What is K-Nearest Neighbors? And how to implement it in Python with RAPIDS cuML
Winston Robson
Aug 12, 2020
Distributed Linear Regression with cuML
Distributed Linear Regression with cuML
How to scale GPU machine learning with Dask (w/ code + data)
Winston Robson
May 16, 2020
Intro to Prophet (R)
Intro to Prophet (R)
Getting started with Facebook Prophet’s R API (real data + code)
Winston Robson
Nov 12, 2020
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