Predictive Modelling with R Training Course

Course CodeCourse Code

predmodr

Duration Duration

14 hours (usually 2 days including breaks)

Requirements Requirements

This course is part of the Data Scientist skill set (Domain: Analytical Techniques and Methods).

Overview Overview

R is an open-source free programming language for statistical computing, data analysis, and graphics. R is used by a growing number of managers and data analysts inside corporations and academia. R has a wide variety of packages for data mining.

Course OutlineCourse Outline

Problems facing forecasters

  • Customer demand planning
  • Investor uncertainty
  • Economic planning
  • Seasonal changes in demand/utilization
  • Roles of risk and uncertainty

Time series Forecasting

  • Seasonal adjustment
  • Moving average
  • Exponential smoothing
  • Extrapolation
  • Linear prediction
  • Trend estimation
  • Stationarity and ARIMA modelling

Econometric methods (casual methods)

  • Regression analysis
  • Multiple linear regression
  • Multiple non-linear regression
  • Regression validation
  • Forecasting from regression

Judgemental methods

  • Surveys
  • Delphi method
  • Scenario building
  • Technology forecasting
  • Forecast by analogy

Simulation and other methods

  • Simulation
  • Prediction market
  • Probabilistic forecasting and Ensemble forecasting

TestimonialsTestimonials

He was very informative and helpful.

Pratheep Ravy - UPC Schweiz GmbH

Bookings, Prices and EnquiriesBookings, Prices and Enquiries

Guaranteed to run even with a single delegate!
Private Classroom
 
Private Classroom
Participants are from one organisation only. No external participants are allowed. Usually customised to a specific group, course topics are agreed between the client and the trainer.
Private Remote
From £2200
Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet. More Information

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Private Remote
1 £2200
2 £1550
3 £1333
4 £1225
Public Classroom
From £2500
(110)
Public Classroom
Participants from multiple organisations. Topics usually cannot be customised

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Public Classroom
1 £2500
2 £1725
3 £1467
4 £1338
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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
Reading TVPTue, 2018-02-06 09:30£2200 / £2730
Birmingham Tue, 2018-02-06 09:30£2200 / £2850
Bristol, Temple GateTue, 2018-02-06 09:30£2200 / £2700
Edinburgh Training and Conference VenueTue, 2018-02-06 09:30£2200 / £2350
BrightonWed, 2018-02-07 09:30£2200 / £2600

Course Discounts

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