首页 人工智能与大数据 课程简介

Course Form for WHU Summer School International 2024

Course Title

(英 文)Artificial     Intelligence and Big Data

(中 文)人工智能与大数据

Teacher

Marcello Pelillo

First day of classes

July 1 2024

Last day of classes

July 9 2024

Course Credit

1

Course Description

Course Introduction

     Artificial intelligence (AI) requires a large amount of data as the   basis for "thinking" and "decision-making". Big data also   requires AI technology for data value operations. One of the main channels   for data application is the artificial intelligence product, i.e., the agent.   The greater the amount of data provided to the agent, the better the   operation effect of the agent will be. The agent needs a lot of data for   "training" and "validation", so as to ensure the   reliability and stability of operation. This course introduces the basic   theories, methods and applications of artificial intelligence and big data.


Objective

At present, the technology   related to big data has become mature, and the related theoretical system has   been gradually improved. However, artificial intelligence is still in the   early stage of development, and the theoretical system still has huge room   for development. From a learning perspective, if learning from big data is a   good choice, the transition from big data to artificial intelligence will   also be relatively easy. In general, there is no question of which is better   between the two technologies, and there is a lot of room for development. This   course begins with recognizing and understanding the concepts of big data and   artificial intelligence, and aims to make students understand the difference   and connection between big data and artificial intelligence.

Assignments (essay or other forms)

2 regular   homework (40%) + 1 course report (60%)

Text Books and Reading Materials

[1] Anand   Deshpande, Manish   Kumar, Artificial Intelligence   for Big Data: Complete guide to automating Big Data solutions using   Artificial Intelligence techniques, Packt   Publishing, 2018.

[2] Fernando   Iafrate, Artificial   Intelligence and Big Data: The Birth of a New Intelligence, Wiley, 2018.