Workshop on Privacy Aware Learning

• 10 January 2022

• It is online, open to all, no registration fee.

Content at high level

1. Introduction to machine learning

2. Introduction to data privacy

3. Differential privacy, Laplace mechanism

4. Linear regression

5. Privacy-aware linear regression

Attending procedure

1. Register here.

2. You will be provided a zoom link and join with your registration details.

3. You will need a Google id to do the hands-on session in Google Colab platform.

4. Keep audio and video facilities for interaction.

Instructors

1. Dr. Mrinal Das, Assistant Professor, IIT Palakkad

2. Yumna Fatma Farooqi, PhD student, IIT Palakkad

3. Narthu Chandrasekhar, MTech in Data Science student, IIT Palakkad