MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.28 GB | Duration: 4h 31m
A crash course for beginners
What you’ll learn
Clean your data
Manipulate your data
Describe and summarize your data
Visualize your data (using ggplot)
Analyze your data (t-test, ANOVA, chi-squared and linear regression)
Requirements
No coding experience needed. You’ll learn everything you need to know in this course
Description
This R programming course will take you through the end-to-end process of data analysis, including cleaning, manipulating, summarizing, describing, visualizing and analysing your data. The data analysis section includes the t-test, ANOVA, chi-squared test and linear regression. Every lesson includes examples using data that is built into R (so you already have access to the data). That means that you’ll be able to replicate absolutely every example in the course.
Learning statistics doesn’t need to be difficult or scary. In this course you’ll be brought through the process in a step-by-step fashion. The fact that all of the examples used in the course use datasets that are built into R means that you can practise each set of skills in your own time before moving onto the next step.
By the end of the course you’ll feel completely comfortable with R programming. You’ll be able to create incredible graphs and plots. You’ll understand the principles of hypothesis testing and how to perform statistical tests. Importantly, you’ll understand how to interpret the results of statistical tests. The teaching methods used in this course are designed to keep you engaged and make sure that you’re excited about your new skills.
Good luck… and ENJOY!!
Who this course is for
From absolute beginners to intermediate users of R
Anyone wanting to learn how to analyze data
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