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Luis Serrano
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(20 min.) Naive Bayes classifier: A friendly approach
February 11, 2019
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(27 min.) Principal Component Analysis (PCA)
February 10, 2019
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(17 min.) Clustering: K-means and Hierarchical
January 29, 2019
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(31 min.) A Friendly Introduction to Support Vector Machines (SVMs)
January 29, 2019
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(45 min.) A Friendly Introduction to Logistic Regression and the Perceptron Algorithm
January 1, 2019
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(31 min.) A Friendly Introduction to Linear Regression
December 23, 2018
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(33 min.) How does Netflix recommend movies? Matrix Factorization
September 8, 2018
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(58 min.) Deep Neural Networks – USF Data Science Seminar by Luis Serrano
July 19, 2018
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(33 min.) A friendly introduction to Bayes Theorem and Hidden Markov Models
July 19, 2018
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(23 min.) The Perceptron Trick
July 19, 2018
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