- You are now well positioned to learn more
- There are many incredibly powerful tools and methods available through different R packages for just about any kind of data or question you can imagine

r-statistics.co is a good reference, see for example the sections on time series

UC R Business Analytics Guide is very comprehensive, with in-depth help on R programming in general, and on many statistics / machine learning topics from beginning to an intermediate level. See for example the sections on descriptive analytics and predictive analytics

R For Data Science is a free online book that will take you into more details on the extremely useful

`tidyverse`

Introduction to Statistical Learning is a book (pdf free on the website) going into an intermediate level of detail on the statistical aspects of machine learning (written by superstar authors!)

Advanced Data Analysis from an Elementary Point of View is a great in-depth textbook (with free pdf). Check out the sections “The truth about linear regression,” “The

**bootstrap**”, and all of Part III on**causal inference**

**Deep learning**using Keras in RA little online book on

**time series**. Start here and read up to the end of the “Forecasts using exponential smoothing” section and you’ll be off to a solid startThe prophet R package, developed by Facebook’s Core Data Science team for

**forecasting with time series**A free online book on mining and

**analysis of text****Mixed effect models**are another very useful generalization of linear models, especially when the observations are grouped but you don’t want to estimate the coefficients for different grouping categories. Here are two blog posts describing the basic ideas in R. This is a slightly more advanced statistical topic, but one that comes up very often in consulting (in my experience)This introductory book on

**causal inference**is not free, but there are previews of some chapters

Interactive web apps in R with Shiny

Dashboards using Shiny

- Email me if you have any questions and I will try to help!