Knowledge Evaluation with R Programming

About this Course

This course is the seventh course within the Google Knowledge Analytics Certificates. These programs will equip you with the abilities wanted to use to introductory-level knowledge analyst jobs. On this course, you’ll be taught concerning the programming language often called R. You’ll learn the way to make use of RStudio, the surroundings that means that you can work with R. This course may even cowl the software program purposes and instruments which can be distinctive to R, similar to R packages. You’ll uncover how R enables you to clear, set up, analyze, visualize, and report knowledge in new and extra highly effective methods. Present Google knowledge analysts will proceed to instruct and give you hands-on methods to perform frequent knowledge analyst duties with one of the best instruments and sources.

Learners who full this certificates program will likely be geared up to use for introductory-level jobs as knowledge analysts. No earlier expertise is important. By the top of this course, you’ll: – Study the advantages of utilizing the R programming language. – Uncover the right way to use RStudio to use R to your evaluation. – Discover the basic ideas related to programming in R. – Discover the contents and elements of R packages together with the Tidyverse bundle. – Achieve an understanding of dataframes and their use in R. – Uncover the choices for producing visualizations in R. – Study R Markdown for documenting R programming.

WHAT YOU WILL LEARN

• Describe the R programming language and its programming surroundings

• Clarify the basic ideas related to programming in R together with capabilities, variables, knowledge varieties, pipes, and vectors

• Describe the choices for producing visualizations in R

• Show an understanding of the fundamental formatting R Markdown to create construction and emphasize content material

SKILLS YOU WILL GAIN

• R Programming
• Knowledge Evaluation
• Knowledge Visualization (DataViz)
• R Markdown
• Rstudio

Syllabus – What you’ll be taught from this course

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WEEK

1

8 hours to finish

Programming and knowledge analytics

R is a programming language that may assist you to in your knowledge evaluation course of. On this a part of the course, you’ll find out about R and RStudio, the surroundings you’ll use to work in R. You’ll discover the advantages of utilizing R and RStudio in addition to the elements of RStudio that can assist you to get began.

WEEK

2

5 hours to finish

Programming utilizing RStudio

Utilizing R can assist you full your evaluation effectively and successfully. On this a part of the course, you’ll discover the basic ideas related to R. You’ll find out about capabilities and variables for calculations and different programming. As well as, you’ll uncover R packages, that are collections of R capabilities, code and pattern knowledge that you just’ll use in RStudio.

WEEK

3

8 hours to finish

Working with knowledge in R

The R programming language was designed to work with knowledge in any respect levels of the information evaluation course of. On this a part of the course, you’ll study how R can assist you construction, set up, and clear your knowledge utilizing capabilities and different processes. You’ll find out about knowledge frames and the right way to work with them in R. You’ll additionally revisit the difficulty of knowledge bias and the way R can assist.

WEEK

4

9 hours to finish

Extra about visualizations, aesthetics, and annotations

R is a software well-suited for creating detailed visualizations. On this a part of the course, you’ll learn to use R to generate and troubleshoot visualizations. You’ll additionally discover the options of R and RStudio that can assist you to with the aesthetics of your visualizations and for annotating and saving them.