Discover RamiKrispin/ai-dev-2024-ml-workshop Open Source project

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RamiKrispin

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Materials for the AI Dev 2024 "Deploy and Monitor ML Pipelines with Open Source and Free Applications" workshop

coronavirus

The coronavirus dataset

HTML

499

TSstudio

Tools for time series analysis and forecasting

421

deploy-flex-actions

Deploying flexdashboard on Github Pages with Docker and Github Actions

HTML

185

awesome-ds-setting

A tutorial for setting a new machine with core data science tools

181

vscode-python

Setting Python Development Environment with VScode and Docker

145

atsaf

Applied Time Series Analysis and Forecasting

130

coronavirus_dashboard

The Coronavirus Dashboard

105

shinylive

A guide for deploying Shinylive Python application into Github Pages

HTML

101

USelectricity

Forecast the US demand for electricity

italy_dash

A summary dashboard of the covid19 cases in Italy

Dockerfile

MLstudio

The ML Studio Package

covid19Italy

Italy covid19 data

coronavirus-csv

CSV format for the coronavirus R package dataset

30DayChartChallenge

Code for 30DayChartChallenge

UKgrid

The UK National Grid historical demand for electricity

30DayMapChallenge

30 Day Map Challenge 2022

R-Ladies-Tunis-Docker-Workshop

R-Ladies Tunis Docker for R users workshop

Dockerfile

uselectricity-etl

Example for ETL process with R, Docker, and Github Actions (WIP...).

USgrid

The hourly demand and supply of electricity in the US

Introduction-to-JavaScript

Introduction to JavaScript - math operations, variables, functions, objects, etc.

TeX

uswildfire

US Wildfire Dashboard

Shell

gis-dataviz-workshop

Materials for R-Ladies Abuja geospatial visualization workshop

HTML

sfo

Monthly air passengers and landings at San Francisco International Airport (SFO)

Time-Series-Workshop

Bay Area useR Group Time Series Workshop

HTML

covid19sf

R package for tracking Covid19 cases in San Francisco

RamiKrispin

My README profile

Shiny-App

A shiny interface for ML models, data visualization etc.

USgas

Tracking US monthly consumption of natural gas

halloween-time-series-workshop

Bay Area useR Group Halloween Time Series Workshop

HTML

shinylive-r

A guide for deploying Shinylive R application into Github Pages

EIAapi

Supporting tools for the Applied Time Series Analysis and Forecasting book

flexdashboard_example

An example for deployment of flexdashboard

Julia-tutorials

Julia's learning materials

Julia

forecastML

Time series forecasting with linear regression and machine learning methods

learningR

Learning R

visualization_final

rstudio-conf-ggplot2-workshop

Setting Docker environment for the Graphic Design with ggplot2 workshop at RStudio conf 2022

covid19-US

Dashboard to track the covid19 pandemic in the US

covid19wiki

Collections of covid19 tables sourced from Wiki pages

covid19county

math_expressions

Example of using mathematical expressions in a README file

docker

My Docker files

Shell

RamiKrispin.github.io

My blog

HTML

piecewise-regression

An Introduction to Piecewise Regression with Time Series

linkedin-dashboard

Example of LinkedIn Profile Engagement Dashboard

TStrain

Approaches and methods for training forecasting models

HTML

shiny-express-poc

Running Shiny Express App Inside a Container

JavaScript

rstudio-conf-2020-geospatial

This repo contains the materials from the geospatial training.

ts-cluster-analysis-r

Materials for the the Analyzing Time Series at Scale with Cluster Analysis in R Workshop

RamiKrispin/ai-dev-2024-ml-workshop

RamiKrispin

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