[ FreeCourseWeb.com ] Complete Time Series Data Analysis Bootcamp In R
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h264, yuv420p, 1280x720 |ENGLISH, aac, 44100 Hz, stereo | 5h 27 mn | 4.15 GB
Created by: Minerva Singh
Learn How To Work With Time Series/Temporal Data Using Statistical Modelling & Machine Learning Techniques In R
What you'll 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
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