ncku-talk2019-03-28

Colloquium

DATE 2019-03-28　15:30-16:30

PLACE 數學館3174教室

SPEAKER 鮑興國教授（臺灣科技大學資訊工程系）

TITLE Introduction to AI

ABSTRACT 演講影片1
演講影片2
Introducing Artificial Intelligence (AI) to students who do not have much background in AI or computer science. In particular, we shall discuss the idea of data-oriented approach that is applied to modern science. Some typical AI algorithms shall be reviewed such as Perceptron algorithm, which is an algorithm that can help to find non-closed form solution by converging iterations. Other focused algorithms include least squares, message passing (belief propagation), the power method, etc. The methods are related to both differential equations and linear algebra.

Colloquium

DATE	2019-03-28　15:30-16:30

PLACE	數學館3174教室

SPEAKER	鮑興國教授（臺灣科技大學資訊工程系）

TITLE	Introduction to AI

ABSTRACT	演講影片1 演講影片2 Introducing Artificial Intelligence (AI) to students who do not have much background in AI or computer science. In particular, we shall discuss the idea of data-oriented approach that is applied to modern science. Some typical AI algorithms shall be reviewed such as Perceptron algorithm, which is an algorithm that can help to find non-closed form solution by converging iterations. Other focused algorithms include least squares, message passing (belief propagation), the power method, etc. The methods are related to both differential equations and linear algebra.