The Beta distribution in 12 minutes!
Serrano.Academy
@serranoacademyAbout
Welcome to Serrano.Academy! I'm Luis Serrano and I love demystifying concepts, capturing their essence, and sharing these videos with you. I prefer illustrations, analogies, and cartoons, rather than formulas (although we don't shy away from the math when needed). The topics I have are machine learning, mathematics (probability and statistics), but I'm open to many others. If you have any topics you'd like to suggest, feel free to add them in the comments or drop me a line! For more information, check out http://serrano.academy. And also check out my book! Grokking Machine Learning http://manning.com/books/grokking-machine-learning (40% discount code: serranoyt)
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Video Description
This video is about the Beta distribution, a very important distribution in probability, statistics, and machine learning. It is explained using a simple example involving flipping coins. One armed bandits video: https://www.youtube.com/watch?v=nkyDGGQ5h60 Useful links: Bayes theorem video: https://www.youtube.com/watch?v=Q8l0Vip5YUw Beta distribution (3blue1brown) https://www.youtube.com/watch?v=ZA4JkHKZM50 http://youtube.com/watch?v=8idr1WZ1A7Q Grokking Machine Learning Book: https://www.manning.com/books/grokking-machine-learning 40% discount promo code: serranoyt Machine Learning Testing and Error Metrics https://www.youtube.com/watch?v=aDW44... Announcement: Book by Luis Serrano! Grokking Machine Learning. bit.ly/grokkingML 40% discount code: serranoyt
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