probability theory


Probabilistic Python: An Introduction to Bayesian Modeling with PyM

Bayesian statistical methods offer a powerful set of tools to tackle a wide variety of data science problems. In addition, the Bayesian approach generates results that are easy to interpret and automatically account for uncertainty in quantities that we wish to estimate and predict. This tutorial is intended for practicing and aspiring data scientists and […]

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AI Generative AI

Generative Modeling Applications

Siraj Raval explores generative modeling technology. This innovation is changing the face of the Internet as you read this. It’s now possible to design automated systems that can write novels, act as talking heads in videos, and compose music. In this episode, Siraj explains how generative modeling works by demoing 3 examples that you can […]

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