[ CourseWikia.com ] Become a Probability & Statistics Master



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MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz

Language: English | Size: 2.07 GB | Duration: 14h 20m



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



What you'll learn

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 level, type I and II errors, test statistics, and p-values

Regression, including scatterplots, correlation coefficient, the residual, coefficient of determination, RMSE, and chi-square



Requirements

You should be comfortable with arithmetic (addition, subtraction, multiplication, division) of whole numbers.

You should be comfortable with basic algebraic operations and simple equation solving.

You'll only need simple arithmetic and algebra to solve these probability and statistics problems, so if you have that simple foundation, you'll be well prepared for this course.

Description

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



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