SKILL PATH
Statistical Analysis with R
There is a high demand for R skills in the job market. R is widely used in academia and industries for data analysis, machine learning, and statistical modeling. It helps us get better insights into statistical concepts and improves data analysis skills. This Skill Path will cover the foundations of R programming and methods in statistical analysis. You will learn data manipulation, cleaning, and visualization techniques in R. You will explore how to model the data and perform exploratory data analysis on these models. At the end, you will apply the learned data analysis techniques to the Penn World Table (PWT) dataset to analyze the economies of different countries. After completing this Skill Path, you will have a comprehensive understanding of R programming and will be able to use it for statistical analysis of real-world problems.
63 hours
412 Lessons
Learning Objectives
The ability to develop statistical models in R, including regression models, ANOVA, and generalized linear models, and how to evaluate model performance.
A working knowledge of advanced statistical techniques, such as mixed effects models, hierarchical models, and time series analysis, and how to implement them in R.
An understanding of performing modern statistical analysis techniques such as data visualization, hypothesis testing, and exploratory data analysis using R.
Familiarity with statistical analysis techniques in the social sciences using R, including how to analyze correlation, covariance, and regression models.
Path Content
Your method is simple, straight to the point and I can practice with it everywhere, even from my phone, that's something I have never had in other learning platforms.
I highly recommend Educative. The courses are well organized and easy to understand.
I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.
I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.
Your method is simple, straight to the point and I can practice with it everywhere, even from my phone, that's something I have never had in other learning platforms.
I highly recommend Educative. The courses are well organized and easy to understand.
I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.
