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R for Data Analysis ISI-1572

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  • $2,995 per seat

About this class

The R programming language was designed to be used for statistical analysis. Today, it's one of the top languages used by data analysts and statisticians. With this 5-day class, you?ll learn the R skills you need to become a successful data analyst, even if you?re new to programming or have never studied statistics.

This class is for anyone who wants to learn how to visualize and present data professionally. The only prerequisite is basic computer literacy because chapters 1 and 2 present the parts of the R programming language that you need to get started with data analysis. Then, the rest of the class shows how to use R to analyze data.

What you'll be able to do

  • Get started fast
  • The essential skills for data analysis
  • Three case studies
  • An introduction to data modeling
  • Presentation skills
  • Get started fast
  • The essential skills for data analysis

Course outline

  1. Module 1Get started fast

    • Introduction to RStudio and R

  2. Module 2The essential skills for data analysis

    • How to visualize data
    • More skills for working with R
    • How to code your first analysis
    • How to get data
    • How to clean data
    • How to prepare data
    • More skills for data visualization

  3. Module 3Three case studies

    • The Polling analysis
    • The Wildfires analysis
    • The Basketball Shots analysis

  4. Module 4An introduction to data modeling

    • How to work with simple regre ssion models
    • How to work with multiple regression models
    • How to work with classification models

  5. Module 5Presentation skills

    • How to use R Markdown to present an analysis
    • R for Data Analysis
    • Course ISI - 1572 5 Days Instructor - led, Hands on
    • Course Information
    • The R programming language was designed to be used for statistical analysis. Today, it ' s
    • one of the top languages used by data analysts and statisticians. With this 5- day class,
    • you' ll learn th e R skills you need to become a successful data analyst, even if you ' re new
    • to programming or have never studied statistics.
    • This class is for anyone who wants to learn how to visualize and present data
    • professionally. The only prerequisite is basic computer literacy. Tha t' s because chapters
    • 1 and 2 present the parts of the R programming language that you need to get started with
    • data analysis. Then, the rest of the class shows how to use R to analyze data.

  6. Module 1Get started fast

    • Introduction to RStudio and R
    • More skills for working with R
    • How to code your first analysis

  7. Module 2The essential skills for data analysis

    • How to visualize data
    • How to get data
    • How to clean data
    • How to prepare data
    • More skills for data visualization
    • C

Download the full outline (PDF)

Before you attend

Prior to attending this class, it is recommended to have some programming experience.

Run this for a team

Private cohorts run on your dates, at your site or online, with the labs pointed at your environment. Above about four people it usually costs less than buying seats.

Or call 916-920-1700, weekdays 8 to 5 Pacific.

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