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Complete Time Series Data Analysis Bootcamp In R

Link : 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. HIGHEST RATED
Complete Time Series Data Analysis Bootcamp In R
4.6 (150 ratings)
1,232 students enrolled
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

THIS IS YOUR COMPLETE GUIDE TO TIME SERIES DATA ANALYSIS IN R!

This course is your complete guide to time series analysis using R. So, all the main aspects of analyzing temporal data will be covered n depth..

If you take this course, you can do away with taking other courses or buying books on R based data analysis.

In this age of big data, companies across the globe use R to sift through the avalanche of information at their disposal. By becoming proficient in in analyzing time series data in R, you can give your company a competitive edge and boost your career to the next level.


LEARN FROM AN EXPERT DATA SCIENTIST WITH +5 YEARS OF EXPERIENCE:

Hey, my name is Minerva Singh and I am an Oxford University MPhil (Geography and Environment) graduate. I recently finished a PhD at Cambridge University.

I have +5 years of experience in analyzing real life data from different sources  using data science related techniques and i have produced many publications for international peer reviewed journals.

 Over the course of my research I realized almost all the R data science courses and books out there do not account for the multidimensional nature of the topic .

So, unlike other R instructors, I dig deep into the data science features of R and gives you a one-of-a-kind grounding in data science related topics!

You will go all the way from carrying out data reading & cleaning  to to finally implementing powerful statistical and machine learning algorithms for analyzing time series data.

Created by Minerva Singh
Last updated 3/2019
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