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U.S. Population by zip code, 2010-2016 from https://data.world/lukewhyte
This repository is a tutorial on how to build and deploy a model in SageMaker and invoke it from the external world using R-shiny user interface with the help of the Reticulate R Package.
Five deep learning courses from coursera offered by Andrew Ag.
Contains various tutorials to help big data enthusiasts master Apache Spark
Shows how to use Shiny to demo your machine learning model or to submit Machine Learning Challenges.
This shiny app is an example on how to use actions and modals for data exploration. Once, you select countries, it opens a modal window with animation.
This tutorial is on importing data to Elasticsearch from MySQL to visualize with Kibana.
This tutorial is on visualization of NYC 311 call requests using Kibana. The data is first imported to Elasticsearch with Logstash. Youtube vidoes: http://datascience-enthusiast.com/Miscellaneous/N…
Using PostgreSQL and shiny with a dynamic leaflet map to monitoring trash cans
How can we get email and text message alerts when sensors either fail or transmit abnormal reading? If we have a dashboard that is built based on dynamic data and we want alerts when some condition…
AWS Services Code
This repository, which is work in progress, contains R versions of Andrew Ng's Machine Learning programing exercies.
Anomaly detection algorithm to detect outliers of servers in a network using multivariate normal model.
Computation using data flow graphs for scalable machine learning
Data Munging with SparkR in Hortonworks Data Platform (HDP 2.4) Hadoop Distribution deployed on Amazon Web Services (AWS) Elastic Compute Cloud(EC2)
A collection of IPython notebooks covering various topics.