Udemy - Complete Time Series Data Analysis Bootcamp In R

[ 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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