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Statistics & Mathematics for Data Science and Data Analytics - Law of Large Numbers
This lesson will explore the famous mathematical law, the law of large numbers, and its misconceptions.
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Statistics & Mathematics for Data Science and Data Analytics - Solution: Expected Value
This video provides an elaborate solution to the expected value concept practice exercise.
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Statistics & Mathematics for Data Science and Data Analytics - Practice: Expected Value
This is a practice exercise to better understand the expected value concept with a practical exercise.
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Statistics & Mathematics for Data Science and Data Analytics - Expected Value
In this lesson, you will learn about an important concept in probability, the expected value or outcome.
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Statistics & Mathematics for Data Science and Data Analytics - Bayes Theorem - Practical Example
This is a practice exercise to understand better the Bayes theorem concept with a more advanced practical exercise.
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Statistics & Mathematics for Data Science and Data Analytics - Bayes Theorem
This video is a detailed explanation of the Bayes theorem, which is an important theorem of probability, with a simple example.
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Statistics & Mathematics for Data Science and Data Analytics - Solution: Rule of Multiplication
This video provides an elaborate and detailed solution to the practice exercise of the rule of multiplication concept.
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Statistics & Mathematics for Data Science and Data Analytics - Practice: Rule of Multiplication
This is a practice exercise to understand better the rule of multiplication concepts with a practical exercise.
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Statistics & Mathematics for Data Science and Data Analytics - Rule of Multiplication
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.
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Statistics & Mathematics for Data Science and Data Analytics - Detailed Solution: Rule of Addition
This video provides a more elaborate and detailed solution to the practice exercise of the rule of addition concept.
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Statistics & Mathematics for Data Science and Data Analytics - Quick Solution: Rule of Addition
This video provides a quick solution to the practice exercise of the rule of addition concept.
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Statistics & Mathematics for Data Science and Data Analytics - Practice: Rule of Addition
This is a practice exercise to understand better the rule of addition concept with a practical exercise.
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Statistics & Mathematics for Data Science and Data Analytics - Rule of Addition
In this video, you will learn about calculating a combination of the probability of two events.
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Statistics & Mathematics for Data Science and Data Analytics - Detailed Solution: Simple Probabilities
This video provides a more elaborate explanation of the solution to the exercise provided in the previous practice exercise.
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Statistics & Mathematics for Data Science and Data Analytics - Quick Solution: Simple Probabilities
This video provides the solution and explanation to the exercise provided in the previous lecture.
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Statistics & Mathematics for Data Science and Data Analytics - Practice: Simple Probabilities
In this quick practice exercise, we will apply what we already learned about simple probabilities and solve an exercise.
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Statistics & Mathematics for Data Science and Data Analytics - Calculating Simple Probabilities
In this lecture, you will learn to calculate the probability of events using a simple probability distribution.
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Statistics & Mathematics for Data Science and Data Analytics - Probability Basics
This lesson will shift our focus from descriptive statistics to a more mathematical probability theory.
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Statistics & Mathematics for Data Science and Data Analytics - Introduction- Probability and its elements
This brief introductory video to this section lets us know what you will learn in terms of probability and its elements.
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Statistics & Mathematics for Data Science and Data Analytics - Solution: Normal Distribution
This video provides the solution and explanations to the practice exercise on the normal distribution in the previous video.
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Statistics & Mathematics for Data Science and Data Analytics - Practice: Normal Distribution
This is a practical exercise in understanding normal distribution with examples to learn the concept better.
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Statistics & Mathematics for Data Science and Data Analytics - Z-Scores
In this lesson, you will learn more about a precise distribution score, the Z score, and the Z score table.
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Statistics & Mathematics for Data Science and Data Analytics - Normal Distribution
After understanding the data distribution concept, we will look at the first type, the normal distribution.
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Statistics & Mathematics for Data Science and Data Analytics - What Is a Distribution?
This brief introduction to distribution elaborates on what constitutes data distribution and the kinds of distribution you will learn about.