Data Science "R": PBA 003

Learn how to perform data analysis with the 'R' language and software environment, even if you have little or no programming experience. A live practical class introducing the principles and techniques of computer programming using "R"

Data Science "R": PBA 003

Learn how to perform data analysis with the 'R' language and software environment, even if you have little or no programming experience. A live practical class introducing the principles and techniques of computer programming using "R"
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About the Class

Congratulations! You are about to begin your quest to become an R programmer. Don’t pull any mental muscles, this course would start you off gently!

Learn 'R' by coding.

This course introduces you to the principles and techniques of computer programming using R. It is an introduction to a variety of numerical and computational problems. R is the ultimate language for data scientists, statisticians, physicists, and many other professionals that need to work with data and want to make their lives easier

You will also learn how to program in R as well as how to use R for effective data analysis. The course covers practical issues in statistical computing which includes programming in R, reading data into R, and accessing R packages. Topics in statistical data analysis will provide working examples.

Course topics include:

  • Intro to R, R environment, installing libraries and loading packages
  • Basic objects in R, different data types, testing and changing types, importing data into the R environment
  • Basic data mining in R
  • Creating frequency histograms, analyzing different distributions, visualizing data
  • Basic machine learning algorithms
  • Creating automated reports using R markdown, report streamlining
  • Creating an interactive dashboard in R

Learning Objectives:

On completion of this course, participants are expected to be able to:

  • Learn how to program in R and how to use R for effective data analysis
  • Access online resources for R and import new function packages into the R workspace
  • Import, review, manipulate and summarize data sets in R
  • Perform appropriate statistical tests using R

Requirements

  1. You should have pre-knowledge of statistics and analysis (if not, don't worry, we have the right materials for you.
  2. Get free access to our Data and Business Decisions Course
  3. You should up-to-date computer system. If using a work computer, make sure you have the ability to download/install the software
  4. You should have a computer camera or external camera for video conferencing, which must be put on during class sessions
  5. You should keep a course notebook for personal notes, reminders, and special codes
  6. Tenacity to study, research and practice lessons.
    • Attend all pre-reads
    • Pre-study Exercises
    • Get familiar with Github, Stack Overflow, Spark, etc
  7. Your distinguished and humble self

Teacher

Fredfort Consulting Learning & Development (FCLD)

Business Management Consulting Firm providing business improvement courses for leaders & professionals
Business Programs for those that are..... "Made to Do".   Business is about getting things done, not just theory or trials. We bring together creative, open-minded people from all over the world to learn and do business, not just study it. So that they are  ready to thrive in an ever-changing world. FCLD is the Learning & Development (L & D)...

School

Sola Scott's School

Schedule

No scheduled events are available for booking.

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Additional Details

Language: English
Level: Beginner
Skills: Coding using 'R', Professional Data Analysis, Business Intelligence Skills, Problem Solving Skills Using R
Age groups: 18+ years

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