MAT 180 - Course material
Some recommended general reading about AI and Big Data:
AI will cause some major changes in our society. To get a better understanding of these potential changes, their
challenges and prospects,
I highly recommend reading the book
The Second Machine Age, by Erik Brynjolfsson and Andrew McAfee.
You can download the first chapter of the book
The WIRED magazine has from time to time good articles on Machine Learning and Artificial Intelligence.
See for example
or this article
or this article.
An interesting article by the Quanta Magazine on Data Driven Science
Two interesting papers on some of the mathematical challenges of Big Data:
D. Donoho: High-Dimensional Data Analysis: The Curses and Blessings of Dimensionality .
D. Donoho: 50 years of Data Science .
The Nuit Blanche Blog
is a good source for recent developments related to machine learning, data science, compressive sensing, ...
Here you can find some data sets.