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Curated Video
Statistics & Mathematics for Data Science and Data Analytics - Statistical Moments
Here, we will understand the concepts of statistical moments, which generalizes what we already know about the central tendency measures and spread/dispersion.
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Statistics & Mathematics for Data Science and Data Analytics - Impact of Scaling and Shifting
In this video, we will look at the impact of the data changes we make with underlying data in the measures of central tendency or dispersion.
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Statistics & Mathematics for Data Science and Data Analytics - Variance and Standard Deviation
After learning about the measures of spread, the range, and IQR, we will now learn more about the two most common measures of spread, the variance, and standard deviation.
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Statistics & Mathematics for Data Science and Data Analytics - Sample Versus Population
This lecture will explain the fundamental difference between a sample and a population in statistical data.
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Statistics & Mathematics for Data Science and Data Analytics - Range and IQR
In this lesson, we will understand the measures of spread or dispersion, which is the range, and we will look at the interquartile range in detail.
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Statistics & Mathematics for Data Science and Data Analytics - Solution: Skewness
This video is an explanation of the practice lesson/exercise of skewness.
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Statistics & Mathematics for Data Science and Data Analytics - Practice: Skewness
This is a practice lesson/exercise to better understand the concept of skewness.
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Statistics & Mathematics for Data Science and Data Analytics - Skewness
In this video, you will learn about skewness, the symmetry you learned about in the previous lesson.
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Statistics & Mathematics for Data Science and Data Analytics - Mean or Median?
In this lesson, the author explains more about the mean and median and when to use them for the best results.
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Statistics & Mathematics for Data Science and Data Analytics - Mode
In this lecture, we will elaborate more about the third and final measure of central tendency, the mode.
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Statistics & Mathematics for Data Science and Data Analytics - Median
In this lesson, we will discuss the second important measure of central tendency, the median.
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Statistics & Mathematics for Data Science and Data Analytics - Mean
In this video, we will discuss the measures of central tendency. Here, you will learn more about the first measure, the mean.
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Statistics & Mathematics for Data Science and Data Analytics - Introduction- The basics of statistics
This brief introduction to the section outlines what you will be learning from this section, including the basics of statistics.
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Statistics & Mathematics for Data Science and Data Analytics - How Can You Get the Most Out of It?
In this lesson, the author explains how to use the course best and the techniques and tools best applicable.
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Statistics & Mathematics for Data Science and Data Analytics - What Will You Learn in This Course?
In this video, the author briefly introduces what it would take to become a data scientist and then goes over in detail what one can learn from this course.
Curated Video
Statistics & Mathematics for Data Science and Data Analytics - Welcome!
This is a welcome introduction by the author where he explains in detail what the course is all about, what you will learn from the course, and a brief outline of the entire course's content.
Curated Video
Statistics for Data Science and Business Analysis - What is P-Value and Why is it One of the Most Useful Tools for Statisticians?
In this video, you'll learn about p-value and understand why it is one of the most useful tools for statisticians. This clip is from the chapter "Hypothesis Testing" of the series "Statistics for Data Science and Business Analysis".This...
Curated Video
R Programming for Statistics and Data Science - Hypothesis Testing
This video explains hypothesis testing.<br<br/>/>
This clip is from the chapter "Hypothesis Testing" of the series "R Programming for Statistics and Data Science".This section explains hypothesis testing.
This clip is from the chapter "Hypothesis Testing" of the series "R Programming for Statistics and Data Science".This section explains hypothesis testing.
R Programming 101
Linear regression using R programming
Simple linear regression models using R programming doesn't need to be scary. This video will take you through the basics of how to interpret linear regression results and the code needed to do the regression models. If you are learning...
R Programming 101
R programming in one hour - A crash course for beginners
R programming is easy. In this video, I'll walk you though how to clean your data; how to manipulate (or wrangle) your data; how to summarize your data; how to create tables and describe your data; how to visualize your data using ggplot...
Global Health with Greg Martin
Linear Regression - made easy
Simple linear regression models don't need to be scary. This video will take you through the basics of how to interpret linear regression results. If you are learning regression modelling or just learning statistics and quantitative...
Curated Video
Practical Data Science using Python - Central Limit Theorem
This video explains the Central Limit Theorem.<br<br/>/>
This clip is from the chapter "Statistical Techniques" of the series "Practical Data Science Using Python".This section explains advanced visualizations using business applications.
This clip is from the chapter "Statistical Techniques" of the series "Practical Data Science Using Python".This section explains advanced visualizations using business applications.
Curated Video
Fundamentals of Machine Learning - Linear Regression - Lectures
This video explains the foundation of the linear regression model, which is the very first approach to supervised learning.
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This clip is from the chapter "Lectures" of the series "Fundamentals of Machine Learning".This...
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This clip is from the chapter "Lectures" of the series "Fundamentals of Machine Learning".This...
Curated Video
Practical Data Science using Python - Hypothesis Testing
This video explains hypothesis testing.<br<br/>/>
This clip is from the chapter "Statistical Techniques" of the series "Practical Data Science Using Python".This section explains advanced visualizations using business applications.
This clip is from the chapter "Statistical Techniques" of the series "Practical Data Science Using Python".This section explains advanced visualizations using business applications.