This textbook tackles the problem of formulating AI systems by combining probabi…
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Deep Generative Modeling
Introduction to the Theory of Computation
Gain a clear understanding of even the most complex, highly theoretical computat…
SpringerBriefs in Applied Sciences and Technology - Computational Metrics for Soccer An…
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Advances in Financial Machine Learning
Learn to understand and implement the latest machine learning innova…
All the Math You Missed
Beginning graduate students in mathematical sciences and related areas in physic…
Practical Statistics for Data Scientists
Statistical methods are a key part of data science, yet few data scientists have…
Trustworthy Online Controlled Experiment
Getting numbers is easy; getting numbers you can trust is hard…
Adaptive Computation and Machine Learning series - Deep Learning
An introduction to a broad range of topics in deep learning, covering…
Practical Statistics for Data Scientists
Statistical methods are a key part of data science, yet few data scientists …
The Algorithm Design Manual
"My absolute favorite for this kind of interview preparation is Steven Skiena…