Become a Probability & Statistics Master (Udemy.com)
Learn everything from Probability & Statistics, then test your knowledge with 600+ practice questions
Created by: Krista King
Produced in 2021
What you will 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
Quality Score
Overall Score : 94 / 100
Course Description
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 plotsAnalyzing data, including mean, median, and mode, plus range and IQR and box-and-whisker plotsData distributions, including mean, variance, and standard deviation, and normal distributions and z-scoresProbability, including union vs. intersection and independent and dependent events and Bayes' theoremDiscrete random variables, including binomial, Bernoulli, Poisson, and geometric random variablesSampling, including types of studies, bias, and sampling distribution of the sample mean or sample proportion, and confidence intervalsHypothesis testing, including inferential statistics, significance levels, type I and II errors, test statistics, and p-valuesRegression, including scatterplots, correlation coefficient, the residual, coefficient of determination, RMSE, and chi-squareAND HERE'S WHAT YOU GET INSIDE OF EVERY SECTION:
Videos: Watch over my shoulder as I solve problems for every single math issue youll encounter in class. We start from the beginning... I explain the problem setup and why I set it up that way, the steps I take and why I take them, how to work through the yucky, fuzzy middle parts, and how to simplify the answer when you get it.
Notes: The notes section of each lesson is where you find the most important things to remember. Its like Cliff Notes for books, but for math. Everything you need to know to pass your class and nothing you dont.
Quizzes: When you think youve got a good grasp on a topic within a course, you can test your knowledge by taking one of the quizzes. If you pass, great! If not, you can review the videos and notes again or ask for help in the Q&A section.
Workbooks: Want even more practice? When you've finished the section, you can review everything you've learned by working through the bonus workbook. The workbooks include tons of extra practice problems, so they're a great way to solidify what you just learned in that section.
HERE'S WHAT SOME STUDENTS OF BECOME A PROBABILITY & STATISTICS MASTERHAVE TOLD ME:
Krista is an experienced teacher who offers Udemystudents complete subject matter coverage and efficient and effective lessons/learning experiences. She not only understands the course material, but also selects/uses excellent application examples for her students and presents them clearly and skillfully using visual teaching aids/tools. -JohnReally good, thorough, well explained lessons. -Scott F.
This is my second course (algebra previously) from Ms. King's offerings. I enjoyed this course and learned alot! Each video explains a concept, followed by the working of several examples. I learned the most by listening to Ms King's teaching of the concept, stopping the video, and then attempting to work the example problems. After working the problems, then watching her complete the examples, I found that I really retained the concepts. A great instructor! -Charles M.
YOU'LL ALSO GET:
Lifetime access to Become a Probability & Statistics MasterFriendly support in the Q&A sectionUdemy Certificate of Completion available for download30-day money back guaranteeEnroll today!
I can't wait for you to get started on mastering probability and statistics.- Krista :)Who this course is for:
Current probability and statistics students, or students about to start probability and statistics who are looking to get aheadHomeschool parents looking for extra support with probability and statisticsAnyone who wants to study math for fun after being away from school for a while
Instructor Details
- 4.7 Rating
300 Reviews
Krista King
Math class was always so frustrating.
Id go to a class, spend hours on homework, and three days later have an Ah-ha! moment about how the problems worked that could have slashed my homework time in half.
Id think,WHY didnt my teacher justtellme this in the first place?!
So I started tutoring to keep others out of that aggravating, time-sucking cycle. Since then, Ive recorded tons of videos and written out cheat-sheet style notes and formula sheets to help every math studentfrom basic middle school classes to advanced college calculusfigure out whats going on, understand the important concepts, and pass their classes, once and for all.
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