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RAPIDS AI

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2020

Beginner’s Guide to Logistic Regression with cuML

What is Logistic Regression? And how to implement it in Python with RAPIDS cuML (Link)

Intro to K-Means Clustering with cuML

What is K-Means? And how to implement it in Python with RAPIDS cuML (Link)

Beginner’s Guide to KNN with cuML

What is K-Nearest Neighbors? And how to implement it in Python with RAPIDS cuML (Link)

BlazingSQL Docs Example Notebooks

Run GPU code from our Docs in seconds through BlazingSQL Notebooks (Link)

Distributed SQL with Dask

Scale your Python data science across multiple GPUs with BlazingSQL (w/ code + data) (Link)

Distributed Linear Regression with cuML

How to scale GPU machine learning with Dask (w/ code + data) (Link)

Beginner’s Guide to BlazingSQL

Everything you need to know when starting out with BlazingSQL (Walk-thru Example w/ Code) (Link)

Querying MinIO with BlazingSQL

Build your own GPU-accelerated database in seconds (Link)

Data Visualization with BlazingSQL

Exploring NYC with Matplotlib, Datashader, HoloViews and cuxfilter (Link)

BlazingSQL Logs

Evaluate query performance and execution with .log() (Link)

ETL 215M rows of Taxi Data with BlazingSQL

Preprocess > 30GB of NYC Yellow Cab data for Datashader visualization with a single Tesla T4 GPU (Link)

GPU Memory Pools and Performance with BlazingSQL

Reduce overhead & further improve your GPU accelerated data science (Link)

2019

Which GPUs work with RAPIDS?

All RAPIDS compatible GPUs & prerequisites (Link)

Beginner’s Guide to Linear Regression in Google Colab with cuML

Break down of simple & multiple linear regression and how to easily implement both in Python with RAPIDS AI’s cuML (Link)

What is BlazingSQL?

Nearing 100x faster than Apache Spark, BlazingSQL is backed by Samsung and NVIDIA — but what is it? (+ the GPU DataFrame) (Link)

How to Install RAPIDS in Google Colab

Easy 3 step setup of RAPIDS AI suite on Tesla T4 or P100 instance (w/ pictures) (Link)

What is RAPIDS AI?

NVIDIA’s new GPU acceleration of Data Science promises to rock the world — but what is it? (Quick & Easy Overview) (Link)