Instructional Video7:54
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Law of Large Numbers

Higher Ed
This lesson will explore the famous mathematical law, the law of large numbers, and its misconceptions.
Instructional Video2:45
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Solution: Expected Value

Higher Ed
This video provides an elaborate solution to the expected value concept practice exercise.
Instructional Video1:08
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Practice: Expected Value

Higher Ed
This is a practice exercise to better understand the expected value concept with a practical exercise.
Instructional Video10:50
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Expected Value

Higher Ed
In this lesson, you will learn about an important concept in probability, the expected value or outcome.
Instructional Video6:43
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Bayes Theorem - Practical Example

Higher Ed
This is a practice exercise to understand better the Bayes theorem concept with a more advanced practical exercise.
Instructional Video9:38
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Bayes Theorem

Higher Ed
This video is a detailed explanation of the Bayes theorem, which is an important theorem of probability, with a simple example.
Instructional Video3:20
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Solution: Rule of Multiplication

Higher Ed
This video provides an elaborate and detailed solution to the practice exercise of the rule of multiplication concept.
Instructional Video0:40
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Practice: Rule of Multiplication

Higher Ed
This is a practice exercise to understand better the rule of multiplication concepts with a practical exercise.
Instructional Video10:51
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Rule of Multiplication

Higher Ed
In this lesson, we will look at the multiplication rule, which also enables us to calculate the combination of events and the combination of both events.
Instructional Video7:21
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Detailed Solution: Rule of Addition

Higher Ed
This video provides a more elaborate and detailed solution to the practice exercise of the rule of addition concept.
Instructional Video0:56
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Quick Solution: Rule of Addition

Higher Ed
This video provides a quick solution to the practice exercise of the rule of addition concept.
Instructional Video2:21
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Practice: Rule of Addition

Higher Ed
This is a practice exercise to understand better the rule of addition concept with a practical exercise.
Instructional Video12:46
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Rule of Addition

Higher Ed
In this video, you will learn about calculating a combination of the probability of two events.
Instructional Video6:12
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Detailed Solution: Simple Probabilities

Higher Ed
This video provides a more elaborate explanation of the solution to the exercise provided in the previous practice exercise.
Instructional Video0:42
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Quick Solution: Simple Probabilities

Higher Ed
This video provides the solution and explanation to the exercise provided in the previous lecture.
Instructional Video1:26
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Practice: Simple Probabilities

Higher Ed
In this quick practice exercise, we will apply what we already learned about simple probabilities and solve an exercise.
Instructional Video5:23
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Calculating Simple Probabilities

Higher Ed
In this lecture, you will learn to calculate the probability of events using a simple probability distribution.
Instructional Video9:50
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Probability Basics

Higher Ed
This lesson will shift our focus from descriptive statistics to a more mathematical probability theory.
Instructional Video0:53
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Introduction- Probability and its elements

Higher Ed
This brief introductory video to this section lets us know what you will learn in terms of probability and its elements.
Instructional Video7:15
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Solution: Normal Distribution

Higher Ed
This video provides the solution and explanations to the practice exercise on the normal distribution in the previous video.
Instructional Video3:45
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Practice: Normal Distribution

Higher Ed
This is a practical exercise in understanding normal distribution with examples to learn the concept better.
Instructional Video12:49
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Z-Scores

Higher Ed
In this lesson, you will learn more about a precise distribution score, the Z score, and the Z score table.
Instructional Video8:56
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - Normal Distribution

Higher Ed
After understanding the data distribution concept, we will look at the first type, the normal distribution.
Instructional Video9:55
Curated Video

Statistics & Mathematics for Data Science and Data Analytics - What Is a Distribution?

Higher Ed
This brief introduction to distribution elaborates on what constitutes data distribution and the kinds of distribution you will learn about.