€2,295 – €2,550

APPLIED DATA SCIENCE AND BIG DATA ANALYTICS

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Location

Dublin

Clayton Hotel

Leopardstown

Dublin

Ireland

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Event description

Description

Some subsidised places may be available for this course. Contact us to find out.

This intensive training course provides theoretical and technical aspects of Data Science and Business Analytics. The course covers the fundamental and advanced concepts and methods of deriving business insights from big” and/or “small” data. This training course is supplemented by hands-on labs that help attendees reinforce their theoretical knowledge of the learned material.

Topics Include:

  • Applied Data Science and Business Analytics
  • Algorithms, Techniques and Common Analytical Methods
  • Machine Learning Introduction
  • Visualizing and Reporting Processed Results
  • The R Programming Language
  • Data Analysis with R
  • Elements of Functional Programming
  • Apache Spark Introduction
  • Spark SQL
  • ETL with Spark
  • MLlib Machine Learning Library
  • Graph Processing with GraphX

Audience

Data Scientists, Software Developers, IT Architects, and Technical Managers

Prerequisites

Participants should have the general knowledge of statistics and programming

Content Summary

Chapter 1. Applied Data Science

Chapter 2. Getting Started with R

Chapter 3. R Statistical Computing Features

Chapter 4. Data Analytics Life-cycle Phases

Chapter 5. Data Science Algorithms and Analytical Methods

Chapter 6. Visualizing and Reporting Processed Results

Chapter 7. Text Mining

Chapter 8. Introduction to Functional Programming

Chapter 9. Big Data Business Intelligence and Analytics

Chapter 10. Introduction to Apache Spark

Chapter 11. The Spark Shell

Chapter 12. Spark RDDs

Chapter 13. Parallel Data Processing with Spark

Chapter 14. Introduction to Spark SQL

Chapter 15. Graph Processing with GraphX

Chapter 16. The Spark Machine Learning Library

Chapter 17. Machine Learning with BigML

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Date and Time

Location

Dublin

Clayton Hotel

Leopardstown

Dublin

Ireland

View Map

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