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    Statistics for Data Science
    Data Science,

    Statistics for Data Science

    View Course details

    Course Content

    Statistics Course Overview | Best Statistics Course
    Statistics Video Tutorials at a Glance | Best Statistics Tutorials
    Statistics Terminology and Definitions| Statistics Tutorial
    Study Designs (Cross-sectional, Case-control, Cohort)
    Variables and Types of Variables
    Bar Chart, Pie Chart, Frequency Tables
    Histograms and Density Plots for Numeric Variables
    Boxplots in Statistics
    Plots for Two Variables
    Describing Distributions: Center, Spread & Shape
    Mean, Median and Mode in Statistics
    Percentiles, Quantiles and Quartiles in Statistics
    Measures of Spread & Variability: Range, Variance, SD, etc
    Standard Deviation & Degrees of Freedom Explained
    Sample and Population in Statistics
    Normal Distribution, Z-Scores & Empirical Rule
    Samples from a Normal Distribution
    Central Limit Theorem & Sampling Distribution Concepts
    Standard Error of the Mean: Concept and Formula
    Confidence Interval Concept Explained
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