Introduction to Machine Learning in R (YouTube Playlist)
Zero configuration means of getting up and running with R: https://colab.research.google.com/notebook#create=true&language=r
- K-Nearest Neighbors (KNN) Algorithm - YouTube Video
- Multinomial Logistic Regression - YouTube Playlist
- Bayes Theorem - YouTube Video
- Naive Bayes Classifier - YouTube Playlist
- Neural Networks - YouTube Video
- Support Vector Machines - YouTube Video
- Decision Tree - YouTube Video
- Random Forest - YouTube Video
- AdaBoost - YouTube Video
- Clustering (k-means) - YouTube Video
- Principal Component Analysis (PCA) - YouTube Video
- Linear Discriminant Analysis (LDA) - YouTube Video