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    Statistics for Data Analysis Using R

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    Statistics for Data Analysis Using R - Online Course Download
    Statistics for Data Analysis Using R - Online Course Download
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    Data Science Development free online course free udemy paid course freecourse freecoursesite R udemy course download udemy courses free download

    What you'll learn :

    You will first learn the basic statistical concepts, followed by application of these concepts using R Studio. This course is a nice combination of theory and practice.
    Descriptive Statistics – Mean, Mode, Median, Skew, Kurtosis
    Inferential Statistics – One and two sample z, t, Chi Square, F Tests, ANOVA, TukeyHSD and more.
    Probability Distributions – Normal, Binomial and Poisson
    You will learn R programming from the beginning level.

    Β 

    Requirements :

    Basic school level mathematics will be helpful.
    You will need to download and install R and R Studio on your PC or laptop. Both R and R Studio are for Free Software.

    Description :

    Perform simple or complex statistical calculations using R Programming! – You don’t need to be a programmer for this πŸ™‚

    Learn statistics, and apply these concepts in your workplace using R.

    The course will teach you the basic concepts related to Statistics and Data Analysis,Β  and help you in applying these concepts. Various examples and data-sets are used to explain the application.

    I will explain the basic theory first, and then I will show you how to use R to perform these calculations.

    Following areas of statistics are covered:

    Descriptive Statistics – Mean, Mode, Median, Quartile, Range, Inter Quartile Range, Standard Deviation. (Using base R function and the psych package)

    Data Visualization – 3 commonly used charts: Histogram, Box and Whisker Plot and Scatter Plot (using base R commands)

    Probability – Basic Concepts, Permutations, Combinations (Basic theory only)

    Population and Sampling – Basic concepts (theory only)

    Probability Distributions – Normal, BinomialΒ  and Poisson Distributions (Base R functions and the visualize package)

    Hypothesis Testing – One Sample and Two Samples – z Test, t-Test, F Test, Chi-Square Test

    ANOVA – Perform Analysis of Variance (ANOVA) step by step doing the manual calculation and by using R.

    Who this course is for :

    Anyone who want to use statistics to make fact based decisions.
    Anyone who wants to learn R and R Studio for career in data science.
    Anyone who thinks Statistics is confusing and wants to learn it in plain and simple language.

    Course Size Details :

    12.5 hours on-demand video
    13 articles
    36 downloadable resources
    Full lifetime access
    Access on mobile and TV
    Certificate of completion

    View Demo

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