Day 9: Differential policy introduction
I paused my exploration on transfer learning materials. I will look at it again later if I finished with the course. Next is Lesson 3 Introducing to Differential Policy.
Data scientists face dilemmatic problem. In one hand, they need a lot of information as possible, while on the other hand, they will not have free access in respect to the privacy of the community.
Differential privacy in this lesson is to make sure that learning process in out neural network will only learn data only they supposed to learn without accidentally learning from data they supposed not to learn
Cynthia Dwork definition, Differential Privacy is describing a process by data holder to a data subject, and the promise is like this,
Parallel database is simple a database with one entry removed
That's what I learned for today.
Data scientists face dilemmatic problem. In one hand, they need a lot of information as possible, while on the other hand, they will not have free access in respect to the privacy of the community.
Differential privacy in this lesson is to make sure that learning process in out neural network will only learn data only they supposed to learn without accidentally learning from data they supposed not to learn
Cynthia Dwork definition, Differential Privacy is describing a process by data holder to a data subject, and the promise is like this,
Parallel database is simple a database with one entry removed
That's what I learned for today.
Comments
Post a Comment