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The world of artificial intelligence, specifically machine learning and even more specifically deep learning, is HUGE, and growing fast! To support you in some of the potentially trickier details/concepts in this field, we offer two flavours of videos: 1) We select a specific topic and provide concise and cogent descriptions that make intuitive and mathematical sense. 2) We present easy-to-understand worked solutions to end-of-chapter questions from David Barber's 'Bayesian Reasoning and Machine Learning' textbook, by demand... choose a question, and we will make a video on it.