Data Analytics With R Training Course

Course Code

dataar

Duration

21 hours (usually 3 days including breaks)

Requirements

  • Basic programming background is preferred

Setup

Overview

R is a very popular, open source environment for statistical computing, data analytics and graphics. This course introduces R programming language to students.  It covers language fundamentals, libraries and advanced concepts.  Advanced data analytics and graphing with real world data.

Audience

Developers / data analytics

Duration

3 days

Format

Lectures and Hands-on

Course Outline

Day One: Language Basics

  • Course Introduction
  • About Data Science
    • Data Science Definition
    • Process of Doing Data Science.
  • Introducing R Language
  • Variables and Types
  • Control Structures (Loops / Conditionals)
  • R Scalars, Vectors, and Matrices
    • Defining R Vectors
    • Matricies
  • String and Text Manipulation
    • Character data type
    • File IO
  • Lists
  • Functions
    • Introducing Functions
    • Closures
    • lapply/sapply functions
  • DataFrames
  • Labs for all sections

Day Two: Intermediate R Programming

  • DataFrames and File I/O
  • Reading data from files
  • Data Preparation
  • Built-in Datasets
  • Visualization
    • Graphics Package
    • plot() / barplot() / hist() / boxplot() / scatter plot
    • Heat Map
    • ggplot2 package (qplot(), ggplot())
  • Exploration With Dplyr
  • Labs for all sections

Day Three: Advanced Programming With R

  • Statistical Modeling With R
    • Statistical Functions
    • Dealing With NA
    • Distributions (Binomial, Poisson, Normal)
  • Regression
    • Introducing Linear Regressions
  • Recommendations
  • Text Processing (tm package / Wordclouds)
  • Clustering
    • Introduction to Clustering
    • KMeans
  • Classification
    • Introduction to Classification
    • Naive Bayes
    • Decision Trees
    • Training using caret package
    • Evaluating Algorithms
  • R and Big Data
    • Connecting R to databases
    • Big Data Ecosystem
  • Labs for all sections

Testimonials

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Bookings, Prices and Enquiries

Guaranteed to run even with a single delegate!

Private Classroom

From £4350

Private Remote

From £3900 (92)

Public Classroom

Location Date Course Price [Remote/Classroom]
Bristol, Temple Gate2018-10-30 09:30£ 3900 / £ 4650
Swindon2018-10-31 09:30£ 3900 / £ 4425
Coventry - The Quadrant2018-11-05 09:30£ 3900 / £ 4650
Portsmouth2018-11-05 09:30£ 3900 / £ 4350
Cambridge2018-11-06 09:30£ 3900 / £ 4575
Southampton2018-11-12 09:30£ 3900 / £ 4650
Portsmouth Technopole2018-11-14 09:30£ 3900 / £ 4350
St Helier, Jersey, Channel Isles2018-11-19 09:30£ 3900 / £ 5325
Brighton2018-11-20 09:30£ 3900 / £ 4500
Oxford2018-11-26 09:30£ 3900 / £ 4725
Newcastle2018-12-03 09:30£ 3900 / £ 4500
Liverpool2018-12-03 09:30£ 3900 / £ 4950
London, Hatton Garden2018-12-05 09:30£ 3900 / £ 5025
Edinburgh Training and Conference Venue2018-12-05 09:30£ 3900 / £ 4500
Exeter - The Senate2018-12-05 09:30£ 3900 / £ 4800
York - Priory Street Centre 2018-12-05 09:30£ 3900 / £ 4350
Birmingham 2018-12-05 09:30£ 3900 / £ 4875
Manchester, King Street2018-12-05 09:30£ 3900 / £ 4875
Glasgow2018-12-10 09:30£ 3900 / £ 4950
Leeds2018-12-10 09:30£ 3900 / £ 4950
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Course Discounts

Course Venue Course Date Course Price [Remote / Classroom]
Jenkins: Continuous Integration for Agile Development Manchester, King Street Thu, 2018-10-18 09:30 £2574 / £3224
Introduction to Recommendation Systems Swansea- Princess House Thu, 2018-10-18 09:30 £990 / £1140
Advanced Statistics using SPSS Predictive Analytics Software Birmingham Mon, 2018-10-22 09:30 £5148 / £6448
Building Augmented Reality Applications with Vuforia and Unity Glasgow Wed, 2018-10-24 09:30 £2178 / £2878
Impact Evaluation – Quantitative Analysis London, Hatton Garden Wed, 2018-10-24 09:30 £2574 / £3324
Statistics with SPSS Predictive Analytics Software Cambridge Thu, 2018-11-01 09:30 £2574 / £3024
Programming in Scala Cambridge Thu, 2018-11-01 09:30 £2178 / £2628
CakePHP: Rapid Web Application Development Birmingham Tue, 2018-11-06 09:30 £4356 / £5656
AWS: A Hands-on Introduction to Cloud Computing Brighton Wed, 2018-11-07 09:30 £1287 / £1487
JMeter Fundamentals and JMeter Advanced Edinburgh Training and Conference Venue Mon, 2018-12-03 09:30 £2178 / £2578
HAProxy Administration London, Hatton Garden Mon, 2018-12-03 09:30 £2178 / £2928
Social Media Marketing Oxford Wed, 2018-12-12 09:30 N/A / £1364
Test Automation with Selenium Manchester, King Street Wed, 2018-12-12 09:30 £3267 / £4242

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