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Learn to articulate null and alternative hypotheses and apply them across various types of statistical tests in this comprehensive 20-hour course. Master the construction of confidence intervals for population parameters while developing a strong understanding of statistical sampling theory. Develop the skills to make informed decisions based on hypothesis test results within specific problem contexts by effectively utilizing significance levels, p-values, and confidence intervals to draw meaningful conclusions from your statistical analyses.