Advanced Data Analysis Techniques
Next: 21 - 25 Dec 2026 · Barcelona
Barcelona, Amsterdam, London +2 more
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
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
Dates and fees
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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