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Beating the Odds - Learning or Hallucinating? The Science of Data Today

Offered By: Institute for Mathematical Sciences via YouTube

Tags

Machine Learning Courses Artificial Intelligence Courses Data Science Courses Deep Learning Courses Neural Networks Courses Overfitting Courses Generalization Courses Bias-Variance Tradeoff Courses High-dimensional Statistics Courses

Course Description

Overview

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Explore the cutting-edge developments in data science with Gérard Ben Arous from the Courant Institute of Mathematical Sciences at New York University in this thought-provoking 77-minute lecture. Delve into the intriguing question of whether modern data science techniques are truly learning or simply hallucinating patterns. Examine the current state of data science and its implications for beating the odds in various applications. Gain insights into the challenges and opportunities presented by contemporary data analysis methods, and consider the fine line between genuine learning and potential misinterpretation of data patterns.

Syllabus

Beating the odds: Learning or hallucinating? What is the science of data doing today?


Taught by

Institute for Mathematical Sciences

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