probability

Mathematics Statistics

How To Update Your Beliefs Systematically – Bayes’ Theorem

Here’s a great video that explains Bayes’ theorem with examples and implications for life. I didn’t say it explicitly in the video, but in my view the Bayesian trap is interpreting events that happen repeatedly as events that happen inevitably. They may be inevitable OR they may simply be the outcome of a series of […]

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Data Science Mathematics Statistics

Statistics and Probability for Data Science

A lot of people ask me about breaking into the fields of AI and data science. Many are surprised to hear that the core of it all revolves around statistics more so than “just code.” This session on Statistics And Probability will cover all the fundamentals of stats and probability. Topics Covered : 00:00:00 Introduction […]

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AI Podcasts

Judea Pearl on Causal Reasoning, Counterfactuals, Bayesian Networks, and the Path to AGI

Lex Fridman interviews Judea Pearl is a professor at UCLA and a winner of the Turing Award. The Turing Awards is the Nobel Prize of computing. Judea Pearl is a professor at UCLA and a winner of the Turing Award, that’s generally recognized as the Nobel Prize of computing. He is one of the seminal […]

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Deep Learning Quantum Computing

Bayesian Deep Learning on a Quantum Computer

Learn about bayesian deep learning and how to apply it to a quantum computer from Alex Pozas-Kerstjens

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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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