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The following video provides an outline of all the topics you would expect to see in a typical high school or college-level Statistics & Probability class (i.e., Introduction to Statistics, Probability and Statistics for Engineers, Business Statistics, Advanced Placement Statistics, etc.).
This online course contains:
- Full Lectures – Designed to improve your test scores.
- 450+ HD Video Library – No more wasted hours searching youtube.
- Available 24/7 – Never worry about missing a class again.
- Chapter Tests – Ensure you’re ready for your in-class assessments.
Statistics and Probability Course Topics
Probability and Statistics Introduction
If you need help in probability or statistics, you’re in the right place. This course covers everything you need to tackle those questions that keep you up at night.
The following sections provide links to the complete lessons on all course topics.
Exploring Data
8 Videos 90 Examples
- Categorical Data
- Quantitative Data
- Measures Of Center
- Cumulative Frequency
- Normal Distribution
- Sampling Methods
- Experimental Design
- Chapter Test
Probability
5 Videos 54 Examples
- Sample Space
- Probability Formula
- Conditional Probability
- Bayes Theorem
- Chapter Test
Discrete Probability Distribution
10 Videos 79 Examples
- Discrete Random Variable
- Standard Deviation Variance Expected Value
- Transformation of Random Variables
- Discrete Uniform Distribution
- Binomial Distribution
- Geometric Distribution
- Negative Binomial Distribution
- Hypergeometric Distribution
- Poisson Distribution
- Chapter Test
Continuous Probability Distribution
7 Videos 55 Examples
- Continuous Random Variable
- Expected Value Variance Continuous Random Variable
- Continuous Uniform Distribution
- Normal Approximation
- Exponential Distribution
- Weibull Lognormal Distribution
- Chapter Test
Joint Probability Distribution
6 Videos 35 Examples
- Joint Discrete Random Variables
- Joint Continuous Random Variables
- Covariance vs Correlation
- Linear Combination of Random Variables
- Chebyshev’s Inequality
- Chapter Test
Confidence Interval
5 Videos 50 Examples
- Population Parameter
- Population Proportion
- Population Mean
- Difference In Means
- Chapter Test
Hypothesis Testing
6 Videos 60 Examples
- Hypothesis Testing
- Population Proportion
- One Sample T Test
- Two Sample T Test
- Chi Square Test
- Chapter Test
Linear Regression
4 Videos 34 Examples
- Least Squares Regression Line
- Log Transformation
- Linear Regression T Test
- Chapter Test
Common Questions
Can I learn this material on my own and self study?
Absolutely!
In fact, this course is perfectly tailored for students who want to take control of their own learning outside the classroom. Each lesson is a complete lecture with an overview of definitions, theorems, and essential concepts and techniques, emphasizing methodology, and application.
In other words, we will work through countless examples for each topic to ensure mastery and understanding. This course can be used to complement your college or high school course, or it can be your primary source of information.
Whether you are a current student or one who has been out of school for a while, this course is designed with you in mind.
Does this course include practice problems?
Yes!
There are practice problems that complement each video lesson, and they come with fully worked out solutions. Additionally, we provide chapter tests with video solutions to check your knowledge and understanding as you go and ensure that you are prepared for any assessment.
What’s the best way to learn and study statistics?
The best way to learn anything is first to believe that you can.
Math can be challenging at times, and statistics is no exception, but knowing that you can and will succeed is the most important part of mastering anything.
Secondly, you have to try. Just like the saying goes, “you’ll miss 100% of the shots you don’t take,” also applies to learning statistics. You have to take action by:
- Watching video lessons and reading your textbook before class to gain pre-knowledge.
- Complete your homework and additional practice problems, and don’t wait until the last minute but review a little bit each night.
- Don’t just rely on your calculator to give you the answer, but really attempt to perform the calculations on your own.
If you know how and why to do something, your understanding and memory of the subject will increase exponentially. And never be afraid to ask questions when you’re confused.
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