The main purpose of this workshop is to give students the ability to use Microsoft R Server to create and run an analysis on a large dataset, and show how to utilize it in Big Data environments, such as a Hadoop or Spark cluster, or a SQL Server database.
Module 1: Introduction to Big Data
Big Data – Current Industry Trends
Why Process Big Data?
Challenges in Data Processing
Why Hadoop?
Hadoop Network Structure
Hadoop Eco-System
Hadoop Core Components
Hadoop HDFS
Module 2: Exploring Big Data
Understanding ScaleR data sources
Reading data into an XDF object
Summarizing data in an XDF object
Module 3: Visualizing Big Data
Visualizing In-memory data
Visualizing big data
Module 4: Processing Big Data
Transforming Big Data
Managing datasets
Module 5: Parallelizing Analysis Operations
Using the RxLocalParallel compute context with rxExec
Using the revoPemaR package
Conducted by-
Uditha Bandara is specializes in Microsoft Development technologies. He is the South East Asia`s First XNA/DirectX MVP (Most Valuable Professional). He had delivered sessions at various events and conferences in Hong Kong, Malaysia, Singapore, Sri Lanka and India. He has published several books,articles, tutorials, and game demos on his Blog – https://uditha.wordpress.com
· Contact +94 071-6092918
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