Started Google Brain Project.
Invention of NetTalk.
The Deep Blue computer by IBM beats world chess champion Gary Kasparov.
Invention of Stanford Cart to navigate obstacles in a room.
The IBM Watson computer won the Jeopardy TV show by answering question in natural language.
The "nearest neighbor" algorithm was written.
Introduced Explanation Based Learning (EBL).
First neural network designed by Frank Rosenblatt.
Facebook developed DeepFace DNN for recognizing people like humans do.
Arthur Samuel wrote first computer learning program i.e. game of checkers.
Amazon introduced Amazon Machine Learning.
Microsoft releases Computational Network Toolkit (CNTK) which is open source deep learning toolkit.
Google announced Tensorflow.
Spam email detection.
The correct classes of the training data are not known.
Combination of supervised and unsupervised learning.
The correct classes of the training data are known.
Allows the machine or software agent to learn its behavior based on feedback from environment.
Group observations into meaningful groups.
Predict value from observations.
Predict class from observations.
Discover new knowledge from large databases.
Ability to mimic human and replace certain monotonous tasks that requires intelligence.
Develop systems that can automatically adapt and customize themselves to individual users.
Concerned with computer programs that automatically improve their performance while doing task through experience.
Goals of ML are making prediction and understanding the system.