29
(Social) Network Data Analysis
82 pagesT. Micic, C. Ostertag, and P. Boily, with contributions from L. Haque, R. Millson, and K. Park.
DUDADS Volume 5
Special Topics in Data Science and Artificial Intelligence
An advanced volume exploring network analysis, big data, deep learning, natural language processing, recommender systems, reinforcement learning, computer vision, causality, and differential privacy.
Forthcoming
Quadrangle Editions
Table of contents
30
What's the Big Deal with Big Data?
74 pagesM. Hallman and P. Boily, with contributions from M. Ali and A. Macfie.
31
A Deep Learning Launchpad
80 pagesM. Hallman and P. Boily, with contributions from K. Cheung, A. Macfie, S. Patel, and R. Pourhasan.
32
Natural Language Processing
160 pagesP. Boily and M. Hallman, with contributions from A. Macfie.
33
Recommender Systems
xx pagesT. Micic, C. Ostertag, and P. Boily, with contributions from F. Ndjankeu and S. Gryschenko.
34
Reinforcement Learning and Artificial Intelligence
xx pagesH. Ather and P. Boily, with contributions from O. Benning, S. Fadel, and R. Ostic.
35
Image Mining and Computer Vision
xx pagesP. Boily, with contributions from F. Khoshiar and H. Barriault.
36
Causality and Belief Modeling
xx pagesJ. Schellinck and O. Shymanskyi, with contributions from P. Boily.
37
Differential Privacy
xx pagesY. Hallak and P. Boily.