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Probability and Statistics with R Skill Path

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Data drives most businesses and industries, but only when expressed properly. Data without probability and statistics might as well be an alien language. Probability and statistics allow us to gather insights from data, predict trends, and form data-driven hypotheses about the future.

This skill path introduces the basics of statistical analysis using R, including sampling, working with variables, and understanding frequency distribution tables. Additionally, you’ll learn how to use probability …

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Courses in this Learning Path
1
Statistics Fundamentals in R
Dataquest Course via Dataquest
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Duration : 8 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Statistics Fundamentals in R

Our Statistics Fundamentals course will give you an overview of statistics and show you how it is used in data science.

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2
Statistics Intermediate in R: Averages and Variability
Dataquest Course via Dataquest
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Duration : 6 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Statistics Intermediate in R: Averages and Variability

Our statistics intermediate course for R users will teach you how to summarize distributions using mean, median, or mode. We'll also cover when and how to use them. Finally, we will discuss which statistic provides the most information about a distribution so you don't just understand how to apply them but why.

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3
Probability: Fundamentals in R
Dataquest Course via Dataquest
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Duration : 5 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Probability: Fundamentals in R

Our Probability: Fundamentals course with R will give you a critical understanding of the mathematical concepts underpinning a lot data science work.

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4
Conditional Probability in R
Dataquest Course via Dataquest
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Price :₹3,699
Level :Intermediate
Learn Type :Certification
Conditional Probability in R

This course will build upon what we have learned and teach new techniques to improve our ability to estimate probabilities. The entire course will focus on how to calculate probabilities using certain conditions, hence the term conditional probability.

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5
Hypothesis Testing in R
Dataquest Course via Dataquest
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Duration : 5 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Hypothesis Testing in R

Our Hypothesis Testing in R course will teach you advanced statistical concepts like significance testing and multi-category, chi-square testing to improve your data analysis.

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