Artificial Intelligence and Future of Education

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Presentation transcript:

Artificial Intelligence and Future of Education Prabhas Chongstitvatana Faculty of Engineering Chulalongkorn University

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What is Artificial Intelligence? an intelligent agent that acts like human. this includes software services (aka Apps) and automated machines (think smart robot vacuum, automated factory etc.).

AlphaGo vs Lee Seidol, March 2016

Monte Carlo Tree search Alpha Go  "Mastering the game of Go with deep neural networks and tree search". Nature. 529 (7587): 484–489. Deep learning Monte Carlo Tree search

Automatic Speech Recognition Long Short Term Memory 2007, Recurrent NN,

Automated Administrative Tasks Wish list Personalized Learning Global Learning Intelligent Content Automated Administrative Tasks

Personalized Learning helping students choose the best courses customizes in-class assignments

Global learning facilitate the learning of any course from anywhere across the globe and at any time

Intelligent Content customized textbooks instant feedback smart tutoring systems Textbook summarization simulations and virtual reality software to help students to learn

Automated Administrative Tasks grading exams automate the grading tasks assessing homework providing valuable responses to students

AI capabilities learning : memorize generalize reasoning : inference, deductive, inductive problem solving : systematic search through a range of possible actions in order to reach some predefined goal or solution perception language

How a computer program be intelligent? Two approaches in the development of AI Logic Memory an learning

First, using logical reasoning. Computer program can perform deductive reasoning such as socrates is a human human are motal therefore socrates is mortal We can use logic to encode situation in the real world when it rains, you cannot play tennis outdoor.

Artificial Neuron Network This is the most popular method today. Multiple layers (update few hundreds) of this Network can be constructed It is called Deep learning

Artificial Neural Network 3-layer

CIFA-10 image dataset

Example of CNN layer

Case studies Programming 101 at Chulalongkorn Engineering

AI Worries AI will shift the role of the teacher to that of facilitator Teachers will supplement AI lessons Assist students who are struggling

Threat Essay services etc.

Summary Artificial Intelligence will be employed in every fields Education will change dramatically This will bring forth rapid advance in they way we learn Teachers have to adopt and adapt their skills

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