Udemy - Become a Probability and Statistics Master

Become a Probability & Statistics Master

https://WebToolTip.com

Last updated 5/2025
Created by Krista King
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English + subtitle | Duration: 148 Lectures ( 15h 12m ) | Size: 2.54 GB

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.