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Learning Statistics with R - Cohort 1

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Overview

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Join a comprehensive book club series that guides you through statistical concepts and R programming fundamentals over nearly 14 hours of collaborative learning sessions. Explore the foundations of statistical thinking, starting with why statistics matter in research and the basics of research design. Master R programming essentials including data manipulation, descriptive statistics, and graph creation while developing practical programming skills. Dive into core statistical concepts such as probability theory, hypothesis testing, and estimation techniques for analyzing unknown quantities from sample data. Learn to analyze categorical data and compare means using various statistical methods including t-tests and one-way ANOVA. Progress to advanced topics like linear regression while participating in an interactive learning community that encourages discussion and peer support. Access accompanying reading materials and join ongoing conversations through the Data Science Learning Community platform to enhance your understanding of both statistical theory and R implementation.

Syllabus

Learning Statistics with R: Getting started with R. (lsr01 3)
Learning Statistics with R: Why do we learn statistics? (lsr01 1)
Learning Statistics with R: A brief introduction to research design. (lsr01 2)
Learning Statistics with R: Additional R concepts. (lsr01 4)
Learning Statistics with R: Descriptive statistics. (lsr01 5)
Learning Statistics with R: Descriptive statistics. (lsr01 5)
Learning Statistics with R: Drawing graphs (lsr01 6)
Learning Statistics with R: Pragmatic matters (lsr01 7)
Learning Statistics with R: Basic programming (lsr01 8)
Learning Statistics with R: Introduction to probability (lsr01 9)
Learning Statistics with R: Estimating unknown quantities from a sample. (lsr01 10)
Learning Statistics with R: Hypothesis testing. (lsr01 11)
Learning Statistics with R: Categorical data analysis. (lsr01 12)
Learning Statistics with R: Comparing two means. (lsr01 13)
Learning Statistics with R: Comparing two means. (one-way ANOVA). (lsr01 13)
Learning Statistics with R: Comparing several means (one-way ANOVA). (lsr01 14)
Learning Statistics with R: Comparing several means (one-way ANOVA). (lsr01 14)
Learning Statistics with R: Linear regression. (lsr01 15)

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