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Webinar: Inside the MITx MicroMasters Program in Statistics and Data Science

Online

<br> </br> Interested in starting your data science journey? <a href="https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&amp;referrer=&amp;eventid=2170691&amp;sessionid=1&amp;key=02F897D60682F202E261E07985F9CB92&amp;regTag=&amp;sourcepage=register">Register for this special free virtual event.</a> You'll receive a confirmation e-mail with further details about the webinar. <br> </br> Demand for professionals skilled in data, analytics, and machine learning is exploding. A recent report by IBM and Burning Glass states that there will be 364K new job openings in data-driven professions this year in the US alone. Data scientists bring value to organizations across industries because they are able…

Gaussian Differential Privacy, with Applications to Deep Learning

E18-304

Abstract:   Privacy-preserving data analysis has been put on a firm mathematical foundation since the introduction of differential privacy (DP) in 2006. This privacy definition, however, has some well-known weaknesses: notably, it does not tightly handle composition. This weakness has inspired several recent relaxations of differential privacy based on the Renyi divergences. We propose an alternative relaxation we term "f-DP", which has a number of nice properties and avoids some of the difficulties associated with divergence based relaxations. First, f-DP preserves…

Data Science and Big Data Analytics: Making Data-Driven Decisions

Online

Developed by 11 MIT faculty members at IDSS, this seven-week course is specially designed for data scientists, business analysts, engineers and technical managers looking to learn strategies to harness data. Offered by MIT xPRO. Course begins February 3, 2020.


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