What is machine learning?
Essentially taking label training data using that to train an algorithm. And taking that algorithm and testing it on unknown data samples.
Where does machine learning come from?
Historically builds from disciplines statistics and computer science.
1952：Arthur Samuel IBM creates checker program
1957: Rosenblatt, Neural Network Perceptron
1967: Nearest Neighbor Pattern Recognition
1970: AI Winter
1990s: Volley of 'New' Machine Learning Algorithm
2001: Breiman's Random Forest
2004: Modern Support Vector Machine with Kernels
2005:2nd AI Winter
2010:Deep Learning Convolutional Networks
What is the relationship between Machine Learning, Data Mining & AI
What does Machine Learning include?
Prediction Method: Use some variables to predict unknown or future values of other variables
Classification
Regression
Deviation Detection
Clustering
