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Become a Probability & Statistics Master

September 29, 2023 Teaching & Academics, UdemyUdemy

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Become a Probability & Statistics Master

Learn everything from Probability & Statistics, then test your knowledge with 600+ practice questions.

HOW BECOME A PROBABILITY & STATISTICS MASTER IS SET UP TO MAKE COMPLICATED MATH EASY:

This 163-lesson course includes video and text explanations of everything from Probability and Statistics, and it includes 45 quizzes (with solutions!) and an additional 8 workbooks with extra practice problems, to help you test your understanding along the way. Become a Probability & Statistics Master is organized into the following sections:

• Visualizing data, including bar graphs, pie charts, Venn diagrams, histograms, and dot plots
• Analyzing data, including mean, median, and mode, plus range and IQR and box-and-whisker plots
• Data distributions, including mean, variance, and standard deviation, and normal distributions and z-scores.
• Probability, including union vs. intersection and independent and dependent events and Bayes’ theorem.
• Discrete random variables, including binomial, Bernoulli, Poisson, and geometric random variables.
• Sampling, including types of studies, bias, and sampling distribution of the sample mean or sample proportion, and confidence intervals.
• Hypothesis testing, including inferential statistics, significance levels, type I and II errors, test statistics, and p-values.
• Regression, including scatterplots, correlation coefficient, the residual, coefficient of determination, RMSE, and chi-square.

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