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Professional training course · DMBI-039

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
  • 13Upcoming dates
  • 7Cities
  • £2,250Fees from
View dates & register Get quotation Download PDF
Data Anonymisation and Privacy-Preserving Analytics
Next classroom session Paris 14 - 18 Dec 2026 · £4,500 Next in London London 19 - 23 Apr 2027 · £4,200

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

  1. 1Day 1: Privacy and Data
    • Personal data
    • Legal requirements
    • Re-identification risk
    • Case examples
    • Exercise: Dataset risk review
  2. 2Day 2: Techniques
    • Pseudonymisation
    • Masking
    • Generalisation
    • Aggregation
    • Lab: Anonymising a dataset
  3. 3Day 3: Advanced Approaches
    • Differential privacy concepts
    • Synthetic data
    • Secure computation overview
    • Trade-offs
    • Case study: Synthetic data use
  4. 4Day 4: Risk Assessment
    • Assessment methods
    • Motivated intruder test
    • Documentation
    • Residual risk
    • Exercise: Risk assessment
  5. 5Day 5: Governance
    • Policies
    • Data sharing agreements
    • Roles
    • Monitoring
    • Capstone: Privacy-preserving analytics plan

Schedule

Dates and fees

13 upcoming dates in 7 cities. Fees are per delegate; bring colleagues and every seat is discounted.

All dates as PDF
December 2026
14DEC 14 - 18 Dec 2026Mon to Fri · 5 daysNext session
France flag ParisFrance · Classroom
£4,500per delegate2+ people: £3,600 each
Register
January 2027
18JAN 18 - 22 Jan 2027Mon to Fri · 5 days
Germany flag MunichGermany · Classroom
£4,250per delegate2+ people: £3,400 each
Register
February 2027
15FEB 15 - 19 Feb 2027Mon to Fri · 5 days
Malaysia flag Kuala LumpurMalaysia · Classroom
£2,250per delegate2+ people: £1,800 each
Register
March 2027
15MAR 15 - 19 Mar 2027Mon to Fri · 5 days
Netherlands flag AmsterdamNetherlands · Classroom
£4,250per delegate2+ people: £3,400 each
Register
April 2027
19APR 19 - 23 Apr 2027Mon to Fri · 5 daysOur home city
United Kingdom flag LondonUnited Kingdom · Classroom
£4,200per delegate2+ people: £3,360 each
Register
May 2027
17MAY 17 - 21 May 2027Mon to Fri · 5 days
Germany flag MunichGermany · Classroom
£4,250per delegate2+ people: £3,400 each
Register
June 2027
21JUN 21 - 25 Jun 2027Mon to Fri · 5 days
Spain flag BarcelonaSpain · Classroom
£3,850per delegate2+ people: £3,080 each
Register
July 2027
19JUL 19 - 23 Jul 2027Mon to Fri · 5 days
South Africa flag Cape TownSouth Africa · Classroom
£2,840per delegate2+ people: £2,272 each
Register
August 2027
16AUG 16 - 20 Aug 2027Mon to Fri · 5 days
Germany flag MunichGermany · Classroom
£4,250per delegate2+ people: £3,400 each
Register
September 2027
20SEP 20 - 24 Sep 2027Mon to Fri · 5 days
Malaysia flag Kuala LumpurMalaysia · Classroom
£2,250per delegate2+ people: £1,800 each
Register
October 2027
18OCT 18 - 22 Oct 2027Mon to Fri · 5 days
Netherlands flag AmsterdamNetherlands · Classroom
£4,250per delegate2+ people: £3,400 each
Register
November 2027
15NOV 15 - 19 Nov 2027Mon to Fri · 5 daysOur home city
United Kingdom flag LondonUnited Kingdom · Classroom
£4,200per delegate2+ people: £3,360 each
Register
December 2027
20DEC 20 - 24 Dec 2027Mon to Fri · 5 days
Germany flag MunichGermany · Classroom
£4,250per delegate2+ people: £3,400 each
Register

Questions

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.

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.

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Training a team?

Any course in our catalogue can be delivered privately for your organisation, at your offices or in one of our cities, with content shaped around your goals.

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