Complete Time Series Data Analysis Bootcamp In R

Learn How To Work With Time Series/Temporal Data Using Statistical Modelling & Machine Learning Techniques In R

Created by: Minerva Singh
Bestselling Instructor & Data Scientist(Cambridge Uni)

What Will I Learn?

• Implement Common Data Cleaning And Visualization Techniques In R
• Be Able To Read In, Pre-process & Visualize Time Series Data
• The Basic Conditions Time Series Data Must Fulfill & How To Check For These
• Model Time Series Data To Forecast Future Values
• Use Machine Learning Regression For Forecasting Future Values
• Detect Sudden Changes In The Values During A Given Time Period

Requirements

• Prior Familiarity With The Interface Of R & R Studio
• Prior Experience Of Applying Basic Statistical Techniques (Such As The Calculation Of Averages) To Data
• Be Able To Carry Out Data Reading And Pre-Processing Tasks Such As Visualization In R
• Interest In Working With Time Series Data Or Data With A Time Component To Them

Target audience

• Anyone Who Wants Master Time Series Data In R
• Anyone Who Wants To Become Proficient In Time Series Data Analysis Working With Real Life Data
• Anyone Who Wants To Become An Expert Data Scientist