Useful Links - Statistics-and-Machine-Learning-with-R/Statistical-Methods-and-Machine-Learning-in-R GitHub Wiki

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://youtu.be/xxFYro8QuXA?list=PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF

Kruskal-Wallis-Test

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

ANOVA

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

PCA

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

MDS and PCoA

• https://youtu.be/GEn-_dAyYME?list=PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF

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