Digital Data Flows Masterclass: Archive

> Digital Data Flows Masterclass: Archive

Digital Data Flows Masterclass is a year-long educational program designed for regulators, policymakers, and staff seeking to better understand the data-driven technologies at the forefront of data protection law & policy. The program features experts on machine learning, biometrics, connected cars, facial recognition, online advertising, encryption, and other emerging technologies.

Archive


Class 1: Artificial Intelligence & Machine Learning

October 25, 2018, Brussels

VIEW THE AGENDA

 

ABOUT THE SPEAKERS

 

WATCH THE VIDEO

Curriculum Materials:

Slides for Section I: The “Basics” of AI/ML by Dr. Oliver Grau

Slides for Section II: Basis/Fairness by Dr. Swati Gupta

The Privacy Experts Guide to Machine Learning, Future of Privacy Forum (October 2018) 

More Resources on AI and Machine Learning:

Unfairness by Algorithm: Distilling the Harms of Automated Decision-making, Future of Privacy Forum (December 2017) 

Beyond Explainability: A Practical Guide to Managing Risk in Machine Learning Models, Future of Privacy Forum and Immuta (2018)

FPF Website: “About the Issue: AI and Machine Learning

Shared Google Documents:

List of Primer/101 Resources for Artificial Intelligence and Machine Learning

List of Ethics, Governance, and Compliance Resources for Artificial Intelligence and Machine Learning

Summaries of Leading Academic Publications on Artificial Intelligence and Robotics

Have more resources to share? Email [email protected].

Photos of the Event:
         


Class 2: Location Data: GPS, Wi-Fi, Spatial Analytics 

November 27, 2018, Brussels

VIEW THE AGENDA

 

ABOUT THE SPEAKERS

 

WATCH THE VIDEO

More Resources: 

Slides for Class 2: Location Data: GPS, Wi-Fi, Spatial Analytics

A Visual Guide to Practical Data De-Identification, Future of Privacy Forum (April 2016)

Photos of the Event:
  


Class 3: De-Identification, Differential Privacy, and Homomorphic Encryption  

January 30, 2019, Brussels

VIEW THE AGENDA

 

ABOUT THE SPEAKERS

 

WATCH THE VIDEO

More Resources: 

Slides for Class 3: De-Identification, Differential Privacy, and Homomorphic Encryption

Additional Resources

Photos of the Event:
 


Class 4: Online Advertising Technologies 

May 1, 2019, Washington, DC

AGENDA & ABOUT THE SPEAKERS

 

WATCH THE VIDEO


Class 5: Mobile Apps

July 25, 2019, Zoom webinar

AGENDA, ABOUT THE SPEAKERS, & SLIDES

 

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Class 6: Facial Recognition

February 27, 2020, Washington, DC

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Class 7: Connected & Autonomous Vehicles

June 25, 2020, Zoom

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More Resources:

About the Speakers & Presentation Slides

Animation Slides 36-38, 53-56 PPT


Class 8: Blockchain Technology

October 29, 2020, Zoom

WATCH THE VIDEO

More Resources:

Dr. Matthias Artzt: Blockahin & Data Protection – Tensions between blockchain technology and data protection principles

Jake van der Laan: Blockchain – An Introduction

Understanding Blockchain: A Review of FPF’s Oct. 29th Digital Data Flows Masterclass


Class 9: Machine Learning & Speech

December 9th, 2020, Zoom

WATCH THE VIDEO

More Resources:

Part 1 Slides

Part 2 Slides

Machine Learning & Speech: A Review of FPF’s Digital Data Flows Masterclass