Category: Machine-Learning-Study

2016

Dec 18 2016
Machine learning 스터디 (10) PAC Learning & Statistical Learning Theory
내 멋대로 정리해보는 Machine Learning. PAC Learning & Statistical Learning Theory

Mar 13 2016
Machine learning 스터디 (20-1) Multi-armed Bandit
내 멋대로 정리해보는 Machine Learning. Multi-armed Bandit

Mar 06 2016
Machine learning 스터디 (17-1) Recommendation System with Implicit Feedback
내 멋대로 정리해보는 Machine Learning. Recommendation System with Implicit Feedback

Mar 01 2016
Machine learning 스터디 (17) Recommendation System (Matrix Completion)
내 멋대로 정리해보는 Machine Learning. Recommendation System

Sep 21 2015
Machine learning 스터디 (20) Reinforcement Learning
내 멋대로 정리해보는 Machine Learning. Reinforcement Learning

Sep 21 2015
Machine learning 스터디 (19) Deep Learning - RBM, DBN, CNN
내 멋대로 정리해보는 Machine Learning. Deep Learning

Sep 13 2015
Machine learning 스터디 (18) Neural Network Introduction
내 멋대로 정리해보는 Machine Learning. Neural Network Introduction

Jun 17 2015
Machine learning 스터디 (16) Dimensionality Reduction (PCA, LDA)
내 멋대로 정리해보는 Machine Learning. Dimensionality Reduction

Jun 14 2015
Machine learning 스터디 (14) EM algorithm
내 멋대로 정리해보는 Machine Learning. EM algorithm

Sep 10 2014
Machine learning 스터디 (7) Convex Optimization
내 멋대로 정리해보는 Machine Learning. Convex Optimization

Aug 20 2014
Machine learning 스터디 (6) Information Theory
내 멋대로 정리해보는 Machine Learning. Information Theory

Aug 19 2014
Machine learning 스터디 (5) Decision Theory
내 멋대로 정리해보는 Machine Learning. Decision Theory

Aug 10 2014
Machine learning 스터디 (4) Algorithm
내 멋대로 정리해보는 Machine Learning. Algorithm

Aug 04 2014
Machine learning 스터디 (3) Overfitting
내 멋대로 정리해보는 Machine Learning. Overfitting, Regularization, Model Selection, Curse of dimension 등

Aug 03 2014
Machine learning 스터디 (2) Probability Theory
내 멋대로 정리해보는 Machine Learning. 기본적인 Background Knowledge 중 하나인 Probability Theory

Aug 02 2014
Machine learning 스터디 (1) Machine Learning이란?
내 멋대로 정리해보는 Machine Learning. 간단한 Introduction