London Leadership Management Innovation llmi.uk
info@llmi.uk
Data Management and Business Intelligence · DMBI-027

Predictive Analytics and Forecasting

5 daysClassroom
13Upcoming dates
8Cities
£2,840Fees from + VAT

Course overview

Why Attend

Predictive analytics helps organisations anticipate demand, risk and customer behaviour. Accurate forecasts support better planning and resource allocation.

This LLMI course covers forecasting methods, time series analysis, regression models, classification basics, model evaluation, forecast accuracy and deploying predictive models in business processes, using practical tools and datasets.

Course Objectives

Explain predictive analytics concepts

Apply time series forecasting methods

Build regression-based predictive models

Understand classification models

Evaluate model accuracy

Use predictions in business decisions

Target Audience

Business and data analysts

Demand planners

Finance and FP&A analysts

Marketing analysts

Operations planners

Managers using forecasts

Course Methodology

Hands-on labs

Case studies

Model evaluation exercises

Group work

Presentations

Course outline

Day 1: Predictive Analytics Foundations
  • Predictive versus descriptive
  • Use cases
  • Data preparation
  • Model life cycle
  • Exercise: Use-case selection
Day 2: Time Series Forecasting
  • Trend and seasonality
  • Moving averages
  • Exponential smoothing
  • ARIMA overview
  • Lab: Demand forecast
Day 3: Regression Models
  • Linear regression
  • Multiple regression
  • Feature selection
  • Interpretation
  • Lab: Regression model
Day 4: Classification and Evaluation
  • Classification basics
  • Decision trees
  • Accuracy metrics
  • Overfitting
  • Lab: Churn prediction
Day 5: Deployment
  • Forecast accuracy tracking
  • Business integration
  • Communication
  • Governance
  • Capstone: Predictive model project

Dates and fees

DatesCityFee
21 - 25 Dec 2026Frankfurt, Germany£3,250 + VAT
18 - 22 Jan 2027Dubai, United Arab Emirates£5,250 + VAT
15 - 19 Feb 2027Istanbul, Turkey£2,850 + VAT
15 - 19 Mar 2027Vienna, Austria£4,250 + VAT
19 - 23 Apr 2027Barcelona, Spain£3,850 + VAT
17 - 21 May 2027Paris, France£4,500 + VAT
21 - 25 Jun 2027Frankfurt, Germany£3,250 + VAT
19 - 23 Jul 2027Barcelona, Spain£3,850 + VAT
16 - 20 Aug 2027Frankfurt, Germany£3,250 + VAT
20 - 24 Sep 2027Geneva, Switzerland£5,250 + VAT
18 - 22 Oct 2027Istanbul, Turkey£2,850 + VAT
15 - 19 Nov 2027Cape Town, South Africa£2,840 + VAT
20 - 24 Dec 2027Barcelona, Spain£3,850 + VAT
London Leadership Management InnovationRegister at llmi.uk/course/predictive-analytics-and-forecasting