Useful Links

MIT's class on Machine Learning in Healthcare

https://www.youtube.com/playlist?list=PLUl4u3cNGP60B0PQXVQyGNdCyCTDU1Q5j

Understanding R & RStudio

** Intro to R in Deutsch**

https://www.youtube.com/watch?v=X_Mxya2Fis0&list=PLJ8d6dduOfrpqxUw6Y7lGV4SoEkI9gIAi

Intro to R in English

https://www.youtube.com/watch?v=fDRa82lxzaU

Null Hypothesis, p-Value, Statistical Significance, Type 1 Error and Type 2 Error

https://www.youtube.com/watch?v=YSwmpAmLV2s

R-squared and P-value

https://www.youtube.com/watch?v=5Z9OIYA8He8 https://www.youtube.com/watch?v=xxFYro8QuXA&list=PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF&index=15

Kruskal-Wallis-Test

https://www.youtube.com/watch?v=xanypCS9PPE&t=1s

ANOVA

https://www.youtube.com/watch?v=ITf4vHhyGpc&t=1s

Finding P Value in ANOVA https://www.youtube.com/watch?v=XdZ7BRqznSA&t=2s

PCA

https://www.youtube.com/watch?v=FgakZw6K1QQ

MDS and PCoA

https://www.youtube.com/watch?v=GEn-_dAyYME&list=PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF&index=30

K-means Clustering

https://www.youtube.com/watch?v=4b5d3muPQmA

Hierarchical Clustering

https://www.youtube.com/watch?v=7xHsRkOdVwo https://www.youtube.com/watch?v=rg2cjfMsCk4

Decision Trees

https://www.youtube.com/watch?v=7VeUPuFGJHk https://www.youtube.com/watch?v=RD0nNK51Fp8

Neural Networks

https://www.youtube.com/watch?v=CqOfi41LfDw https://www.youtube.com/watch?v=aircAruvnKk