Program Overview

In this rapidly advancing AI era, equipping your workforce with the latest digital skills is not just an option. It’s a necessity. The Privacy & AI Upskilling Program helps your team develop digital skills and leverage Tech For Good.

Privacy Program Outline

Course 1. What Is Data Privacy & Why It Matters

  • What is Data Privacy + Quiz
  • Four Types of Privacy + Quiz
  • Why Data Privacy Matters + Quiz
  • Privacy vs Security + Quiz


Course 2. Identify, Understand & Manage Personal Data

  • What Is Personal Data + Quiz
  • What Is Sensitive Personal Data + Quiz
  • Identifiability of Personal Data + Quiz
  • Data Lifecycle + Quiz
  • Data Lifecycle is Context-Specific + Quiz


Course 3. Data Lifecycle of Personal Data

  • Data Collection + Quiz
  • Data Usage + Quiz
  • Data Storage + Quiz
  • Data Sharing + Quiz
  • Data Archiving + Quiz
  • Data Deletion + Quiz


Course 4. Privacy Principles & Best Practices

  • Privacy Principles + Quiz
  • Transparency Principle + Quiz
  • Consent Principle + Quiz
  • Data Minimization Principle + Quiz
  • Purpose Limitation Principle + Quiz
  • Storage Limitation Principle + Quiz
  • Data Quality Principle + Quiz
  • Access Limitation Principle + Quiz
  • Security Principle + Quiz
  • Accountability Principle + Quiz


Course 5. Top 10 Privacy Compliance Tips for Startups & SMBs

  • Introduction
  • What is Data Privacy? + Quiz
  • What is Personal Data? + Quiz
  • What is Privacy Accountability? + Quiz
  • Tip #1: Appoint a Privacy Lead + Quiz
  • Tip #2: Know Your Data + Quiz
  • Tip #3: Know the Law + Quiz
  • Tip #4: Know Your Risks + Quiz
  • Tip #5: Maintain a Privacy Compliant Website + Quiz
  • Tip #6: Maintain an Updated Privacy Policy + Quiz
  • Tip #7: Know Your Third-Party Risks + Quiz
  • Tip #8: Provide Employee Privacy Training + Quiz
  • Tip #9: Control Access to Your Data + Quiz
  • Tip #10: Monitor your Privacy Compliance Journey + Quiz
  • Conclusion


Responsible AI Program Outline

Intro to AI & Machine Learning

  • Introduction to Artificial Intelligence + Quiz
  • What is Machine Learning? + Quiz
  • Components of Machine Learning System + Quiz
  • Traditional Software vs Machine Learning + Quiz
  • Machine Learning Tasks + Quiz
  • The Machine Learning Experience + Quiz
  • Training, Optimization and Generalization + Quiz
  • Underfitting, Overfitting and Regularization + Quiz
  • Self-Regulation and Machine Learning as a Dual-Use Technology + Quiz
  • Recap of AI Principles & Explainable AI + Quiz


Intro to AI Ethics

  • Key Concepts in AI Ethics, Part 1 + Quiz
  • Key Concepts in AI Ethics, Part 2 + Quiz
  • Privacy & Human Rights, Part 1 + Quiz
  • Privacy & Human Rights, Part 2 + Quiz
  • Fairness, Bias & Discrimination, Part 1 + Quiz
  • Fairness, Bias & Discrimination, Part 2 + Quiz
  • AI Opacity & Right to Explanation, Part 1 + Quiz
  • AI Opacity & Right to Explanation, Part 2 + Quiz
  • AI Accountability & Algorithmic Impact Assessments + Quiz
  • Recap of AI Ethics Principles + Quiz


Intro to AI & Human Rights

  • AI Impacts on Human Rights + Quiz
  • Intro to Human Rights + Quiz
  • Business and Human Rights + Quiz
  • Human Rights vs Ethics, Part 1 + Quiz
  • Human Rights vs Ethics, Part 2 + Quiz
  • Limitations of AI + Quiz
  • Use Case 1, AI in HR Recruitment + Quiz
  • Use Case 2, AI in Healthcare + Quiz
  • Use Case 3, AI in Financial Services + Quiz
  • Use Case 4, AI in Education + Quiz
  • Use Case 5, AI in Government + Quiz
  • Responsible AI & Algorithmic Impact Assessments + Quiz
  • Recap of AI & Human Rights + Quiz


Learn more about the benefits of this course