• Optimizations/Machine Learning/Data Mining/Deep Learning/Reinforcement Learning/Graph Mining/NLP/Genetic Algorithms
• Regression
• Linear
• Non-Linear
• Classifications
• Logistics Regression
• Sigmoid : Binary
• Softmax: Multi-Class
• Bayes Classifier
• SVM
• Bayesian: Regression/Classification
• Clustering
• K-NN
• KNN+
• Kmeans, Hierarchical, Density
•Machine Learning/Data Mining/Deep Learning/Reinforcement Learning/Graph Mining/NLP
•Time Series Analysis
•Decision (Regression, Classification) Trees
•Univariate
•Multivariate
•Random Forest
•Reinforcement Learning
•Q-Learning
•Monte Carlo
•Deep Learning (Know variations, find a fit)
•MLP
•LSTM
•RNN
•Ensemble Methods
•Multiple Learners Together
Ref: Internet, Demir Slides
Data Analytics, Machine Learning, Data Science
