Logistic Regression - The Math of Intelligence (Week 2)

We're going to use logistic regression to predict if someone has diabetes or not given 3 body metrics! We'll use Newton's method to help us optimize the model. We'll use a bit from all the mathematical disciplines i've mentioned (calculus, linear algebra, probability theory, statistics). Code for this video: https://github.com/llSourcell/logistic_regression_newtons_method Please subscribe! And like. And comment. That's what keeps me going. More learning resources: http://www.stat.cmu.edu/~cshalizi/350/lectures/26/lecture-26.pdf http://openclassroom.stanford.edu/MainFolder/DocumentPage.php?course=MachineLearning&doc=exercises/ex4/ex4.html https://www.youtube.com/watch?v=X-7sA83PjPM https://www.youtube.com/watch?v=TuttBDdbls8 https://rstudio-pubs-static.s3.amazonaws.com/160015_b192ca9855e84b57814e785ebd034a5e.html https://www.r-bloggers.com/machine-learning-ex4-logistic-regression-and-newtons-method/ https://statacumen.com/teach/SC1/SC1_11_LogisticRegression.pdf Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/