Harness the Power of Tidyverse for Data Preprocessing and Visualisation in R [Video] – Minerva Singh

Read in data into the R environment from different sourcesCarry out basic data pre-processing & wrangling in R StudioUse some of the most important R data wrangling & visualization packages such as dplyr and ggplot2Gain proficiency in data preprocessing, data wrangling, and data visualization in R and put what you’ve learned into action straightawayAbout    This is your roadmap to becoming highly proficient in data preprocessing, data wrangling, and data visualization using two of the most in-demand R data science packagesWhat this course will do for you:It will take you from a basic level to a level where you’ll perform some of the most common data wrangling tasks in R—with two of the most well-known R data science packages: Tidyverse and dplyr.It will equip you to use some of the most important R data wrangling and visualization packages such as dplyr and ggplot2.It will Introduce you, in a practical way, to some of the most important data visualization concepts so that you can apply them to practical data analysis and interpretation.You will also be able to decide which wrangling and visualization techniques are best suited to answering your research questions and most applicable to your data, so that you can interpret the results.The course will mostly focus on helping you implement different techniques on real-life dataAfter each video, you will have learned a new concept or technique and will be able to apply it to your own projects immediately!All the code and supporting files for this course are available at – https://github.com/PacktPublishing/Harness-the-Power-of-Tidyverse-for-Data-Preprocessing-and-Visualisation-in-RFeatures    Minimal mathematical jargon. The course focuses on teaching you basic time series concepts and hands-on applications for the most important concepts in RPeople with no prior exposure to time series can use this course to get startedA thorough grounding in how to use both statistical and machine learning techniques on time series dataTable of contentsWelcome to The CourseIntroduction to the CourseInstall R and RStudioCommon data typesQuick PointersRead in Data from Different SourcesRead in CSV and Excel DataRead in Data from Online HTML Tables-Part 1Read in Data from Online HTML Tables-Part 2Read in Data from DatabasesRead in Data from JSONData Processing With dplyrIntroduction to Pipe OperatorsGet acquainted with our data using “dplyr”More selections with dplyrRow filteringMore row filteringSelect desired rows and columnsAdd new variables/columnsMaking sense of data by grouping different categoriesGrouping Data-Part 2Introduction to dplyr for Data Summarizing-Part 1Introduction to dplyr for Data Summarizing-Part 2Data Processing the Tidy Way: The “tidyr” PackageStart with TidyverseColumn RenamingTidy Data: Long and WideJoining TablesNestingBrief Reminder: Hypothesis TestingImplement t-test On Different CategoriesDealing with Missing ValuesRemoving NAs- the ordinary wayRemove NAs- using “dplyr”Data imputation with dplyrMore data imputationData Visualisation and ExplorationsWhat is Data Visualisation?Some Principles of Data VisualisationData Visualisation with dplyr and ggplot2Mining and Visualising Information About the Olympic GamesOf Winter and Summer Olympic GamesOf Men and WomenTheory of Ordinary Least Square (OLS) RegressionImplement OLS on Different CategoriesGet Harness the Power of Tidyverse for Data Preprocessing and Visualisation in R [Video] – Minerva Singh, Only Price $42Tag:Harness the Power of Tidyverse for Data Preprocessing and Visualisation in R [Video] – Minerva Singh Review. Harness the Power of Tidyverse for Data Preprocessing and Visualisation in R [Video] – Minerva Singh download. Harness the Power of Tidyverse for Data Preprocessing and Visualisation in R [Video] – Minerva Singh discount.harness the power harness the power meaning harness the power of the sun harness the power synonym harness the power of data