$1,980

May 9 + 10: Microsoft R for Data Science

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Location

Location

BizData Head Office

Level 9

85 Queen Street

Melbourne, VIC 3000

Australia

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Event description

Description

Welcome to R.

A 2-day instructor led, hands-on session that takes you from an introduction to R to building machine learning data assets and interactive dashboards. If you work with data at the moment and have wondered what R is about, this training is for you.

Pre-requisites

  • Laptop with the ability to install R packages

  • R installed from CRAN or MRAN

  • A working knowledge of statistics and mathematics concepts

  • RStudio

Day 1 – R fundamentals for analysis

  • Starting R; R basics

  • Loading data into R

  • Installing libraries

  • Profiles & projects

  • Notebooks

  • R resources

  • Functions

  • Looping

  • Conditional logic

  • Good practices in R

  • Exploratory data analysis and visualisation

  • Cleaning data; dates and times; coordinates; factors

  • Creating plots with ggplot

  • Interactive dashboards with Shiny

Day 2 – R for Machine Learning

  • Machine learning libraries

  • The mlr package

  • Defining the target

  • Partitioning the sample

  • Developing features

  • Training the model

  • Evaluating the model

  • Fine tuning the model

  • Evaluating the model's outputs

Register to reserve your spot today, and take advantage of this brilliant introduction to R.

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Date and Time

Location

BizData Head Office

Level 9

85 Queen Street

Melbourne, VIC 3000

Australia

View Map

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