Time Series Analysis
AR model, MA model, ARIMA model, Dynamic Regression.
Recent posts
Reinforcement Learning
Markov Process, Policy Evaluation, Policy Iteration, Value Iteration, Policy Gradient, Q-Learning, Deep Q-Learning, Actor-Critic
Recommender System
Memory-based CF, matrix decomposition, various CTR prediction models, etc.
Natural Language Processing
English Grammar, Syntactic Parsing, Dependency Parsing, Word Vectorization, Document Vectorization, Language Modelling, Classification, PoS Tagging, NER, Sen...
Machine Learning
Bayesian, Clustering, Semi-supervised, Logistic Regression, SVM, Tree-based Methods, etc.