Data Masking & Anonymization Courses and Certifications

Creating a De-identified Copy of Data in Cloud Storage

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will create and run a Cloud DLP job using the DeID Findings Action to create a redacted and de-identified copy data in Cloud Storage.

• Coursera
• 45 minutes
• Self-Paced
• Paid Course

Creating a De-identified Copy of Data in Cloud Storage

In this lab, you create and run a Cloud Data Loss Prevention (DLP) job using the De-identify (DeID) Findings Action to create a redacted and de-identified copy data in Cloud Storage.

• Google Skills
• Self-Paced
• Paid Course

Oracle

Securing Non-Production Databases with Data Masking and Subsetting

Protect non-production databases by masking sensitive data, applying subsetting methods, and deploying masking definitions through guided demonstrations and labs.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Data Privacy and Anonymization in Python

52 ratings at DataCamp

Anonymize data in Python: apply suppression, masking and generalization, enforce k-anonymity, build differentially private models, and generate synthetic datasets with Faker and scikit-learn.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Data Privacy and Anonymization in R

Publicly release data sets with a differential privacy guarantee.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Coursera

Data Management with Azure: Implement Compliance Controls

Create an Azure SQL Server and sample database, then classify sensitive data and protect it with row-level security, dynamic data masking, and Microsoft Defender for SQL.

• Coursera
• 1 hour 41 minutes
• Self-Paced
• Paid Course

Board Infinity

AI Risk and Compliance: Audit and Governance Foundations

Red team AI systems with Giskard, classify them under the EU AI Act and NIST AI RMF, apply SHAP and LIME, and deploy guardrails and Presidio.

• Coursera
• 4 weeks, 4 hours a week
• Self-Paced
• Paid Course

Coursera

Secure Data: Mask, Monitor, and Audit

Apply column-level masking policies to protect PII, analyze query audit logs for suspicious access patterns, and evaluate security controls against SOC 2 and NIST standards.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Discover and Protect Sensitive Data Across Your Ecosystem

Use Google Cloud Sensitive Data Protection to discover, redact, and de-identify sensitive data across storage, analytics, and generative AI responses.

• Google Skills
• 1 hour 45 minutes
• Self-Paced
• Paid Course

Implement a secure environment for a database service

Implement SQL Server-based options for authentication and authorization, as well as Azure options for securing Azure SQL databases. Explore encryption, firewalls and advanced threat protection.

• Microsoft Learn
• 3 hours 58 minutes
• Self-Paced
• Free Online Course

Implement Data Governance and Security with Databricks Unity Catalog

Configure Databricks Unity Catalog to centralize governance, trace data lineage, control access, mask sensitive data, and monitor lakehouse quality.

• Microsoft Learn
• 4 hours 16 minutes
• Self-Paced
• Free Online Course

Open Data Science

Passive Privacy-Respecting Collection of DNS Transaction Data

A practical introduction to collecting passive DNS telemetry for internet security while avoiding personally identifiable information.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

RSA Conference

Data Privacy Concerns - A Risk Based Approach to De-Identification

Explore a risk-based de-identification practice that balances privacy risk with data utility and uses risk scores and certification.

• YouTube
• 50 minutes
• Self-Paced
• Conference Talk

NashKnolX

Techniques for Effective Test Data Management in Test Automation

Master strategies for efficient test data handling in automated testing, enhancing accuracy and streamlining processes.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Conf42

Dynamic Data Masking and Encryption for MySQL/PostgreSQL

Explore dynamic data masking and encryption techniques for MySQL/PostgreSQL databases, focusing on data security, lifecycle management, and Apache ShardingSphere implementation.

• YouTube
• 28 minutes
• Self-Paced
• Free Video