Advanced Data Analysis Techniques
Next: 21 - 25 Dec 2026 · Barcelona
Barcelona, Amsterdam, London +2 more
Professional training course · DMBI-027
Predictive Analytics and Forecasting
Predictive analytics helps organisations anticipate demand, risk and customer behaviour. Accurate forecasts support better planning and resource allocation. This LLMI…
- 5 daysClassroom
- 13Upcoming dates
- 8Cities
- £2,840Fees from
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
-
1Day 1: Predictive Analytics Foundations
- Predictive versus descriptive
- Use cases
- Data preparation
- Model life cycle
- Exercise: Use-case selection
-
2Day 2: Time Series Forecasting
- Trend and seasonality
- Moving averages
- Exponential smoothing
- ARIMA overview
- Lab: Demand forecast
-
3Day 3: Regression Models
- Linear regression
- Multiple regression
- Feature selection
- Interpretation
- Lab: Regression model
-
4Day 4: Classification and Evaluation
- Classification basics
- Decision trees
- Accuracy metrics
- Overfitting
- Lab: Churn prediction
-
5Day 5: Deployment
- Forecast accuracy tracking
- Business integration
- Communication
- Governance
- Capstone: Predictive model project
Dates and fees
Questions
Frequently asked questions
How long is the Predictive Analytics and Forecasting course?
The course runs over 5 days of classroom training, usually Monday to Friday.
When is the next Predictive Analytics and Forecasting course?
The next public date is 21 - 25 Dec 2026 in Frankfurt. There are 13 upcoming dates in total.
Where is this course held?
Upcoming sessions run in Frankfurt, Dubai, Istanbul, Vienna, Barcelona, Paris, Geneva, Cape Town.
How much does the course cost?
Fees start from £2,840 + VAT per delegate, depending on the city. Fees include tuition and course materials.
Do participants receive a certificate?
Yes. Delegates who complete the course receive a London Leadership Management Innovation certificate of completion.
Can this course be delivered in-house for our team?
Yes. LLMI can tailor and deliver this course privately for your organisation at your premises or in one of our training cities.
Course information last updated 14 November 2026.
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