YoVDO

Verifiable Data Science via Interactive Proofs

Offered By: Simons Institute via YouTube

Tags

Data Science Courses Machine Learning Courses Cryptography Courses Algorithms Courses Statistical Analysis Courses Computational Complexity Courses Probabilistic Methods Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the cutting-edge intersection of data science and cryptography in this hour-long lecture by Guy Rothblum from Apple, presented at the Workshop on Local Algorithms (WoLA). Delve into the concept of verifiable data science through interactive proofs, gaining insights into how cryptographic techniques can enhance the reliability and trustworthiness of data analysis processes. Learn about the potential applications and implications of this innovative approach for ensuring the integrity of scientific results in an era of big data and complex algorithms.

Syllabus

Verifiable Data Science via Interactive Proofs


Taught by

Simons Institute

Related Courses

Information Theory
The Chinese University of Hong Kong via Coursera Intro to Computer Science
University of Virginia via Udacity Analytic Combinatorics, Part I
Princeton University via Coursera Algorithms, Part I
Princeton University via Coursera Divide and Conquer, Sorting and Searching, and Randomized Algorithms
Stanford University via Coursera