RDataMining.com: R and Data Mining
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Training
R and Data Mining Course
Tutorial at AusDM 2018
Tutorial at Melbourne Data Science Week
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Machine Learning 102 Workshop at SP Jain
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Documents
Introduction to Data Mining with R
R Reference Card for Data Mining
R and Data Mining: Examples and Case Studies
Introduction to Data Mining with R and Data Import/Export in R
Data Exploration and Visualization with R
Regression and Classification with R
Data Clustering with R
Association Rule Mining with R
Text Mining with R
Twitter Data Analysis with R
Time Series Analysis and Mining with R
Examples
Data Exploration
Decision Trees
Random Forest
k-means Clustering
Hierarchical Clustering
Outlier Detection
Time Series Forecasting
Time Series Analysis
Time Series Clustering and Classification
Association Rules
Text Mining
Twitter Follower Map
Social Network Analysis
Multidimensional Scaling (MDS)
Principal Component Analysis (PCA)
Parallel Computing
Other Examples
Big Data
Big Data Platforms
Big Data Resources
Step-by-Step Guide to Setting Up an R-Hadoop System
Building an R Hadoop System
Hadoop: from Single-Node Mode to Cluster Mode
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Online Documents, Books and Tutorials
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Free Data Mining Tools
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R and Data Mining: Examples and Case Studies
Data Mining Applications with R
Post-Mining of Association Rules
R Package for Data Mining
What is R
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Big Data Resources
Spark
Getting Started with Apache Spark -- a free ebook
SparkR: Scaling R Programs with Spark
, a paper published at SIGMOD 2016
Mastering Advanced Analytics with Apache Spark
Pig
Pig vs. MapReduce: When, Why, and How
RHadoop
RHadoop Installation Guide for Red Hat Enterprise Linux
Graph and Network Analysis
Presentations and talks on Apache Giraph
, an iterative graph processing system built for high scalability
Serious network analysis using Hadoop and Neo4j
I Mapreduced a Neo store: Creating large Neo4j Databases with Hadoop