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YouTube

Descriptive Statistics

via YouTube

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Overview

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This course introduces descriptive statistics, covering measures of central tendency and dispersion, data shape, moments, sampling, confidence intervals, covariance, and correlation.

Syllabus

Descriptive Statistics: The Mean.
Arithmetic Mean | Geometric Mean | Harmonic Mean.
Descriptive Statistics: The median.
Descriptive Statistics: The Mode.
What are Quartiles? Percentiles? Deciles?.
Range | Interquartile Range (IQR) | Box and whisker plot.
Variance and Standard Deviation: Why divide by n-1?.
What is the Coefficient Of Variation?? (+ examples!).
What is skewness? A detailed explanation (with moments!).
What is Kurtosis? (+ the "peakedness" controversy!).
Standard Error (of the sample mean) | Sampling | Confidence Intervals | Proportions.
What are "moments" in statistics? An intuitive video!.
What is COVARIANCE? What is CORRELATION? Detailed video!.

Taught by

zedstatistics

Reviews

5.0 rating, based on 1 Class Central review

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  • Profile image for Prajwal Karanjkar
    Prajwal Karanjkar
    I really enjoyed learning Descriptive Statistics through this YouTube course. The concepts were explained in a very clear and simple way, making it easy to understand even for beginners. The instructor used practical examples and real-life data, which helped me grasp topics like mean, median, mode, and data visualization much better. The pace of the videos was comfortable, and I could pause and replay whenever needed. Overall, it was a helpful and engaging learning experience that strengthened my basics in statistics.
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