Become a Probability & Statistics Master
4.6 (4,483 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
34,820 students enrolled

Become a Probability & Statistics Master

Learn everything from Probability & Statistics, then test your knowledge with 600+ practice questions
Bestseller
4.6 (4,483 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
34,820 students enrolled
Created by Krista King
Last updated 6/2020
English
English [Auto-generated], French [Auto-generated], 6 more
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Current price: $139.99 Original price: $199.99 Discount: 30% off
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This course includes
  • 11.5 hours on-demand video
  • 63 articles
  • 109 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
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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:

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



AND HERE'S WHAT YOU GET INSIDE OF EVERY SECTION:

Videos: Watch over my shoulder as I solve problems for every single math issue you’ll 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. It’s like Cliff Notes for books, but for math. Everything you need to know to pass your class and nothing you don’t.

Quizzes: When you think you’ve 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 MASTER HAVE TOLD ME:

  • “Krista is an experienced teacher who offers Udemy students 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.” - John

  • “Really 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 a lot! 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 Master

  • Friendly support in the Q&A section

  • Udemy Certificate of Completion available for download

  • 30-day money back guarantee


Enroll 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 ahead
  • Homeschool parents looking for extra support with probability and statistics
  • Anyone who wants to study math for fun after being away from school for a while
Course content
Expand all 118 lectures 11:35:28
+ Visualizing data
21 lectures 01:49:53
Introduction to visualizing data
00:45
RESOURCE: Quiz solutions for this section
00:17
One-way data
00:00
One-way data
3 questions
Bar graphs and pie charts
00:00
Bar graphs and pie charts
19:38
Bar graphs and pie charts
3 questions
Line graphs and ogives
00:00
Line graphs and ogives
13:58
Line graphs and ogives
3 questions
Two-way data
00:00
Two-way data
12:55
Two-way data
3 questions
Venn diagrams
00:00
Venn diagrams
14:02
Venn diagrams
3 questions
Relative frequency tables
00:00
Relative frequency tables
11:14
Relative frequency tables
3 questions
Joint distributions
00:00
Joint distributions
10:36
Joint distributions
3 questions
Frequency tables and dot plots
00:00
Frequency tables and dot plots
03:42
Frequency tables and dot plots
3 questions
Histograms and stem-and-leaf plots
00:00
Histograms and stem-and-leaf plots
13:01
Histograms and stem-and-leaf plots
3 questions
BONUS! Extra practice problems. :)
00:26
+ Analyzing data
11 lectures 49:17
Introduction to analyzing data
01:02
RESOURCE: Quiz solutions for this section
00:17
Central tendency: mean, median and mode
00:00
Central tendency: mean, median and mode
13:39
Central tendency: mean, median and mode
3 questions
Spread: range and IQR
00:00
Spread: range and IQR
11:26
Spread: range and IQR
3 questions
Changing the data, and outliers
00:00
Changing the data, and outliers
16:07
Changing the data, and outliers
3 questions
Box-and-whisker plots
00:00
Box-and-whisker plots
06:19
Box-and-whisker plots
3 questions
BONUS! Extra practice problems. :)
00:26
+ Data distributions
11 lectures 01:02:49
Introduction to data distributions
00:55
RESOURCE: Quiz solutions for this section
00:17
Mean, variance, and standard deviation
00:00
Mean, variance, and standard deviation
15:16
Mean, variance, and standard deviation
3 questions
Frequency histograms and polygons, and density curves
00:00
Frequency histograms and polygons, and density curves
10:52
Frequency histograms and polygons, and density curves
3 questions
Symmetric and skewed distributions and outliers
00:00
Symmetric and skewed distributions and outliers
14:05
Symmetric and skewed distributions and outliers
3 questions
Normal distributions and z-scores
00:00
Normal distributions and z-scores
20:57
Normal distributions and z-scores
3 questions
BONUS! Extra practice problems. :)
00:26
+ Probability
11 lectures 01:13:58
Introduction to probability
00:46
RESOURCE: Quiz solutions for this section
00:16
Simple probability
00:00
Simple probability
17:12
Simple probability
3 questions
The addition rule, and union vs. intersection
00:00
The addition rule, and union vs. intersection
20:30
The addition rule, and union vs. intersection
3 questions
Independent and dependent events and conditional probability
00:00
Independent and dependent events and conditional probability
3 questions
Bayes' theorem
00:00
Bayes' theorem
17:07
Bayes' theorem
3 questions
BONUS! Extra practice problems. :)
00:26
+ Discrete random variables
21 lectures 02:08:54
Introduction to discrete random variables
01:00
RESOURCE: Quiz solutions for this section
00:17
Discrete probability
00:00
Discrete probability
13:09
Discrete probability
3 questions
Transforming random variables
00:00
Transforming random variables
07:34
Transforming random variables
3 questions
Combinations of random variables
00:00
Combinations of random variables
15:33
Combinations of random variables
3 questions
Permutations and combinations
00:00
Permutations and combinations
10:11
Permutations and combinations
3 questions
Binomial random variables
00:00
Binomial random variables
21:17
Binomial random variables
3 questions
Poisson distributions
00:00
Poisson distributions
16:36
Poisson distributions
3 questions
"At least" and "at most," and mean, variance, and standard deviation
00:00
"At least" and "at most," and mean, variance, and standard deviation
13:52
"At least" and "at most," and mean, variance, and standard deviation
3 questions
Bernoulli random variables
00:00
Bernoulli random variables
10:36
Bernoulli random variables
3 questions
Geometric random variables
00:00
Geometric random variables
18:21
Geometric random variables
3 questions
BONUS! Extra practice problems. :)
00:26
+ Sampling
15 lectures 01:54:36
Introduction to sampling
01:18
RESOURCE: Quiz solutions for this section
00:16
Types of studies
00:00
Types of studies
15:56
Types of studies
3 questions
Sampling and bias
00:00
Sampling and bias
15:40
Sampling and bias
3 questions
Sampling distribution of the sample mean
00:00
Sampling distribution of the sample mean
22:12
Sampling distribution of the sample mean
3 questions
Sampling distribution of the sample proportion
00:00
Sampling distribution of the sample proportion
19:02
Sampling distribution of the sample proportion
3 questions
Confidence interval for a population mean
00:00
Confidence interval for a population mean
22:32
Confidence interval for a population mean
3 questions
Confidence interval for a population proportion
00:00
Confidence interval for a population proportion
17:12
Confidence interval for a population proportion
3 questions
BONUS! Extra practice problems. :)
00:26
+ Hypothesis testing
13 lectures 01:13:02
Introduction to hypothesis testing
01:01
RESOURCE: Quiz solutions for this section
00:17
Inferential statistics and hypotheses
00:00
Inferential statistics and hypotheses
15:25
Inferential statistics and hypotheses
3 questions
Significance level and type I and II errors
00:00
Significance level and type I and II errors
13:24
Significance level and type I and II errors
3 questions
Test statistics for one- and two-tailed tests
00:00
Test statistics for one- and two-tailed tests
19:50
Test statistics for one- and two-tailed tests
3 questions
The p-value and rejecting the null
00:00
The p-value and rejecting the null
12:46
The p-value and rejecting the null
3 questions
Hypothesis testing for the population proportion
00:00
Hypothesis testing for the population proportion
09:52
Hypothesis testing for the population proportion
3 questions
BONUS! Extra practice problems. :)
00:26
+ Regression
11 lectures 01:20:14
Introduction to regression
01:07
RESOURCE: Quiz solutions for this section
00:16
Scatterplots and regression
00:00
Scatterplots and regression
15:50
Scatterplots and regression
3 questions
Correlation coefficient and the residual
00:00
Correlation coefficient and the residual
23:10
Correlation coefficient and the residual
3 questions
Coefficient of determination and root-mean-square error
00:00
Coefficient of determination and root-mean-square error
17:00
Coefficient of determination and root-mean-square error
3 questions
Chi-square tests
00:00
Chi-square tests
22:24
Chi-square tests
3 questions
BONUS! Extra practice problems. :)
00:26
+ Final exam and wrap-up
2 lectures 00:56
Probability & Statistics final exam
00:32
Wrap-up
00:24