20773 MOD+DMOC Analyzing Big Data with R

The main purpose of the course 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.

Vaativuus
Arvostelut
1100,00 

Kieli: Englanti

Agenda

The primary audience for this course is people who wish to analyze large datasets within a big data environment.
The secondary audience are developers who need to integrate R analyses into their solutions.

After completing this course, students will be able to:

  • Explain how Microsoft R Server and Microsoft R Client work
  • Use R Client with R Server to explore big data held in different data stores
  • Visualize data by using graphs and plots
  • Transform and clean big data sets
  • Implement options for splitting analysis jobs into parallel tasks
  • Build and evaluate regression models generated from big data
  • Create, score, and deploy partitioning models generated from big data
  • Use R in the SQL Server and Hadoop environments

Prerequisites:

In addition to their professional experience, students who attend this course should have:

  • Programming experience using R, and familiarity with common R packages
  • Knowledge of common statistical methods and data analysis best practices.
  • Basic knowledge of the Microsoft Windows operating system and its core functionality.

Material: This course is delivered as MOC on Demand. In addition you will have Digital MOC available for reading online or offline.

Agenda

Paikkoja jäljellä:
Ei paikkarajoitusta
1100,00  + alv./VAT

Vastuuhenkilö


Pekka Korhonen

Pekka Korhonen

  • pekka.korhonen@sovelto.fi

Pekka Korhonen on tunnettu SQL Server-, SQL- ja Business Intelligence -tekniikoiden asiantuntija, arkkitehti, kouluttaja ja konsultti. Hänelle on kertynyt kokemusta parikymmentä vuotta. Soveltossa Pekka toimii senior-konsulttina ja partnerina. Pekka on suorittanut harvinaisen SQL Server Master -sertifikaatin, joita on maailmassa vain noin 150 kpl. Pidettyjä kursseja Pekalle on kertynyt jo yli tuhat!

SQL Server Master, Master Certified (MCSM: Data Platform), MCSE: Data Platform, MCSE: Business Intelligence, MCSA, MCTS, MCT, MCITP.