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Data Science

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2023

Comparing Crosschain Decentralized Exchanges GMX, Sushi, Osmosis and their Ability to Convert Web Visitors (Link)

What is RAG in Generative AI?

What is Retrieval Augmented Generation? (Link)

2021

Account Relationships on the NEAR Blockchain

High Level Dapp and Account Specific Transaction Flow (Friend link)

Query the NEAR Blockchain with Python

Connecting to NEAR Indexer for Explorer with psycopg2 (Friend link)

2020

Prophet any Stock in Seconds

Free on Google Colab (Friend link)

Intro to Prophet (R)

Getting started with Facebook Prophet’s R API (real data + code) (Friend link)

OpenCV CUDA for Videos

(On Jetson Nano.) No camera required. (Friend link)

Intro to OpenCV CUDA

From single image to Dask Delayed (Friend link)

Cross-Validating Prophet at Scale

Parallelizing Time Series Cross-Validation and Hyperparameter Optimization with Dask (Applied Example w/ Code) (Friend link)

Beginner’s Guide to Logistic Regression with cuML

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

Intro to K-Means Clustering with cuML

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

Beginner’s Guide to KNN with cuML

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

BlazingSQL Docs Example Notebooks

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

Distributed SQL with Dask

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

Distributed Linear Regression with cuML

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

Beginner’s Guide to BlazingSQL

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

Querying MinIO with BlazingSQL

Build your own GPU-accelerated database in seconds (Friend link)

Data Visualization with BlazingSQL

Exploring NYC with Matplotlib, Datashader, HoloViews and cuxfilter (Friend link)

BlazingSQL Logs

Evaluate query performance and execution with .log() (Friend 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 (Friend link)

GPU Memory Pools and Performance with BlazingSQL

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

2019

Which GPUs work with RAPIDS?

All RAPIDS compatible GPUs & prerequisites (Friend 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 (Friend link)

Data Driven Lending in the Age of AI

Why and how Oracle is digitizing the home loan process (Friend link)

What is BlazingSQL?

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

How to Install RAPIDS in Google Colab

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

Intro to Facebook Prophet

Walk-thru Example & Repo — Everything you need to know when starting out with Facebook’s time series forecasting tool (Friend link)

The Math of Prophet

Breaking down the Equation behind Facebook’s open-source Time Series Forecasting procedure (Friend link)