Core of Data Science: Basic of Statistics
Introduction to statistics and probability
SKILLS YOU WILL GAIN
- Students will be able to analyze, explain and interpret the data
- They will understand the relationship and dependency between the data and how to make the prediction
WHAT YOU WILL LEARN
- Students will understand different method of data analyses such as measure of central tendency (mean, median, mode), measure of dispersion (variance, standard deviation, coefficient of variation),
- They will learn quartiles, skewness and box plot; and correlation and regression analysis
- Students will have basic understanding of probability and Bayes theorem, Binomial, Poisson and normal distribution
- They will come to know about rates, ratio, odd ratio and screening test (confusion matrix)
Prerequisites
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Core of Data Science: Basic of Statistics
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