Course Description
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Course curriculum
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1
10.1 Using functions and packages in R
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10.1.1 Declaring user Defined Functions in R
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10.1.2 Using functions and packages in R Part-1
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10.1.3 Using functions and packages in R Part-2
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10.1.4 Using functions and packages in R Part-3
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2
10.2 Descriptive statistics in R
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10.2.1 Descriptive Statistics in R Part-1
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10.2.2 Descriptive Statistics in R Part-2
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10.2.3 Descriptive Statistics in R Part-3
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10.2.4 Descriptive Statistics in R Part-4
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3
10.3 Analyzing data using functions, loops and data frames, introducing R Hadoop
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10.3.1 Common data Processing examples Part-1
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10.3.2 Common Data Processing examples Part-2
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4
10.4 Graphical analysis in R
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10.4.1 Simple Visualizations
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10.4.2 Box Plot
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10.4.3 Scatter Plot
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10.4.4 Histogram
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5
10.5 Hypothesis Testing in R
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10.5.1 Hypothesis Testing
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10.5.2 Normality test
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10.5.3 1 Sample t-Test
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10.5.4 2 Sample T-test
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10.5.5 ANOVA
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10.5.6 Homogeneity of Variance
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10.5.7 Median Test
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10.5.8 Chi Square Test
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6
10.6 Statistical Analysis on Massive Scale - R Hadoop and Mahout
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10.6.1 Porting R with Hadoop
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10.6.2 Integrating R and Hadoop and Understanding Hive Part-1
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10.6.3 Integrating R and Hadoop and Understanding Hive Part-2
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