Data Anonymisation and Privacy-Preserving Analytics (DMBI-039) Training Course

Data Anonymisation and Privacy-Preserving Analytics

Organisations want to analyse and share data while protecting personal privacy and complying with data protection laws. Anonymisation and privacy-preserving techniques…

5 daysClassroom or online

13Upcoming dates

7Cities

£2,250Fees from

Course overview

Why Attend

Organisations want to analyse and share data while protecting personal privacy and complying with data protection laws. Anonymisation and privacy-preserving techniques make this possible when applied correctly.

This LLMI course explains personal data and re-identification risk, pseudonymisation and anonymisation techniques, aggregation, data masking, differential privacy concepts, synthetic data, risk assessment and governance. Participants assess and anonymise sample datasets.

Course Objectives

Explain personal data and re-identification risks

Distinguish pseudonymisation and anonymisation

Apply masking, aggregation and generalisation

Understand differential privacy and synthetic data

Assess anonymisation effectiveness

Govern privacy-preserving analytics

Target Audience

Data analysts and scientists

Data protection officers

Data governance professionals

Researchers

IT professionals

Public sector data officials

Course Methodology

Concept sessions

Hands-on anonymisation exercises

Risk assessment workshop

Case studies

Group discussions

Course outline

1Day 1: Privacy and Data

Personal data
Legal requirements
Re-identification risk
Case examples
Exercise: Dataset risk review

2Day 2: Techniques

Pseudonymisation
Masking
Generalisation
Aggregation
Lab: Anonymising a dataset

3Day 3: Advanced Approaches

Differential privacy concepts
Synthetic data
Secure computation overview
Trade-offs
Case study: Synthetic data use

4Day 4: Risk Assessment

Assessment methods
Motivated intruder test
Documentation
Residual risk
Exercise: Risk assessment

5Day 5: Governance

Policies
Data sharing agreements
Roles
Monitoring
Capstone: Privacy-preserving analytics plan

Frequently asked questions

How long is the Data Anonymisation and Privacy-Preserving Analytics course?

The course runs over 5 days of classroom training, usually Monday to Friday.

When is the next Data Anonymisation and Privacy-Preserving Analytics course?

The next public date is 14 - 18 Dec 2026 in Paris. There are 13 upcoming dates in total.

Where is this course held?

Upcoming sessions run in Paris, Munich, Kuala Lumpur, Amsterdam, London, Barcelona, Cape Town.

Can I take Data Anonymisation and Privacy-Preserving Analytics online?

Yes. Every date can also be joined live online in a virtual classroom with the trainer, for £1,280 per participant. Choose "Live online" in the dates table when you register.

How much does the course cost?

Fees start from £2,250 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.

Data Anonymisation and Privacy-Preserving Analytics

Course overview

Course outline

Dates and fees

Frequently asked questions

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