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Books Courses Explainable AI Featured Posts Machine Learning Statistical Science Stochastic Systems Time Series

Random Walks, Brownian Motions, and Related Stochastic Processes

Entitled “Random Walks, Brownian Motions, and Related Stochastic Processes”, the full version in PDF format is accessible in the “Free Books and Articles” section, here. This article is an extract from my book “Gentle Introduction to Chaotic Dynamical Systems”, available here. In about 15 pages, this scratch course covers a lot more material than expected in such […]

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Courses Explainable AI Featured Posts Machine Learning Synthetic Data Visualization

Course: Synthetic Data and Interpretable Machine Learning

This live course is based on my book “Synthetic Data”, available here. Participants will receive a free copy of this book. The information below provides a brief overview of the course. For enrollment or inquiries, follow this link. Course Description The performance of machine learning algorithms such as classification, clustering, regression, decision trees or neural networks […]

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Courses Featured Posts Machine Learning Synthetic Data Visualization

What is a Data Video, How to Produce One in Python, and Why

Watch this 6-min video, discussing one aspect of Explainable AI. It features a spectacular data video done in Python, applied to shape classification for meteorites, on synthetic data. This video is an extract from my course “Intuitive Machine Learning and explainable AI”, available here, based on the book with same title, available here. This video […]

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Courses Featured Posts Machine Learning Podcasts

Video: Introduction to Machine Learning

This 30 minutes video features my interview about the upcoming course “Intuitive Machine Learning and Explainable AI”, based on my new book with the same title. The course is described here, and to book is available here. Course participants get a free copy of the book. Both the course and the book include a solid […]

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Courses Featured Posts Machine Learning

Course: Intuitive Machine Learning and Explainable AI

The course is now fully booked. To receive updates about future schedule, sign-up to my newsletter, here. This course is based on my book “Intuitive Machine Learning and Explainable AI”, available here. Participants will receive a free copy of this book. The information below provides a brief overview of the course. See also my video presentation here, […]

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