Hands-On Network Machine Learning with Python - Softcover

Bridgeford, Eric W.; Loftus, Alexander R.; Vogelstein, Joshua T.

Softcover

ISBN 10: 100940539X ISBN 13: 9781009405393

Publisher: Cambridge University Press, 2025

Synopsis

Master network machine learning with practical Python examples and real-world applications.

About this title

About the Authors

Eric W. Bridgeford is a postdoctoral scholar in the Department of Psychology at Stanford University. Eric's background includes Computer Science, Bioengineering, and Biostatistics, and he develops methods for veridical data science. Eric is interested in biases presenting inferential obstacles to neuroscience, and how these limitations challenge analytical approaches and clinical adoption of neuroimaging methods.

Alexander R. Loftus is a doctoral student in David Bau's group in the Department of Computer Science at Northeastern University, studying interpretability in deep neural networks. He has worked on implementing network algorithms in Python. He won first place in a $100,000 Kaggle competition and has published work in top AI/ML conferences.

Joshua T. Vogelstein is Associate Professor of Biomedical Engineering at Johns Hopkins University. His research intersects natural and artificial intelligence, applying machine learning to biomedical challenges. He has published extensively in top scientific and AI venues, received numerous grants, and co-founded successful startups in quantitative finance and software development.

Edition details

• Publisher: Cambridge University Press
• Publication date: 2025
• Language: English
• ISBN 10: 100940539X
• ISBN 13: 9781009405393
• Binding: Paperback
• Number of pages: 478