Course Description

John Wiley & Sons, Inc. USA

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Course curriculum

  • 1

    3.1 Using functions and packages in R

    • 3.1.1 Declaring user Defined Functions in R

    • 3.1.2 Using functions and packages in R Part-1

    • 3.1.3 Using functions and packages in R Part-2

    • 3.1.4 Using functions and packages in R Part-3

  • 2

    3.2 Descriptive statistics in R

    • 3.2.1 Descriptive Statistics in R Part-1

    • 3.2.2 Descriptive Statistics in R Part-2

    • 3.2.3 Descriptive Statistics in R Part-3

    • 3.2.4 Descriptive Statistics in R Part-4

  • 3

    3.3 Analysing data using functions, loops and data frames, introducing Rhadoop

    • 3.3.1 Common data Processing examples Part-1

    • 3.3.2 Common data Processing examples Part-2

  • 4

    3.4 Graphical analysis in R

    • 3.4.1 Simple Visualizations

    • 3.4.2 Box Plot

    • 3.4.3 Scatter Plot

    • 3.4.4 Histogram

  • 5

    3.5 Hypothesis testing in R

    • 3.5.1 Hypothesis Testing

    • 3.5.2 Normality test

    • 3.5.3 1 Sample T-test

    • 3.5.4 2 Sample T-test

    • 3.5.5 ANOVA

    • 3.5.6 Homogeneity of Variance

    • 3.5.7 Median Test

    • 3.5.8 Chi Square Test

  • 6

    3.6 Statistical Analysis on massive scale - Rhadoop and Mahout

    • 3.6.1 Porting R with Hadoop

    • 3.6.2 Integrating R and Hadoop and Understanding Hive Part-1

    • 3.6.3 Integrating R and Hadoop and Understanding Hive Part-2