Data Science I

Course Information

College Toyama College Year 2021
Course Title Data Science I
Course Code 0074 Course Category Specialized / Compulsory
Class Format Lecture Credits School Credit: 1
Department Department of Mechanical Engineering Student Grade 1st
Term First Semester Classes per Week 2
Textbook and/or Teaching Materials ISBN-13 : 978-4774191423/ ISBN-13 : 978-4774181233
Instructor Ishiguro Minoru,Tajiri Tomoki

Course Objectives

Mathematical data science / AI, information literacy, security, etc. should be studied, and basic skills that can be used in daily life and work in the future information-oriented society should be acquired.
By learning social situations and examples in society, we will be able to make appropriate human-centered decisions, and be able to explain and utilize the knowledge and skills we have learned.
(1) Relationship between mathematical data science / AI and society
(2) Information literacy
(3) Security
(4) Utilization of office suite

Rubric

Ideal LevelStandard LevelUnacceptable Level
Evaluation item 1 Relationship between mathematical data science / AI and society You can explain in detail that mathematical data science and AI are closely linked to social change and one's own life and are useful for solving a wide range of problems. You can explain that mathematical data science / AI is closely related to social change and one's life and is useful for solving a wide range of problems.You cannot be explained that mathematical data science / AI is closely linked to social change and one's own life.
Evaluation item 2 Information literacyYou can understand the basic technologies and their roles of computers and networks, and explain the details. You can explain the basic technologies and their roles for computers and networks. You can not explain the basic technologies and their roles for computers and networks.
Evaluation item 3 SecurityYou can understand the importance of security and explain the basic technology in detail. You can explain the importance of security and basic technology. You can not explain the importance of security and basic technology.
Evaluation item 4 Utilization of office suiteYou can freely use word processing software, spreadsheet software, and presentation software.You can use word processing software, spreadsheet software, and presentation software.You could not use word processing software, spreadsheet software, and presentation software.

Assigned Department Objectives

Teaching Method

Outline:
Through "Data Science I" and "Data Science II", learn literacy, mathematical data science, AI and security related to information technology that technical college students should study regardless of literacy.
By learning not only knowledge but also its importance in society through actual examples and practicing exercises using actual data, you will acquire the basic skills to discover and solve problems in the real world and acquire appropriate utilization methods.
Style:
Classes will be centered around lectures and exercises using actual data.
When learning the importance and utilization of the learned knowledge in society, group work is carried out in order to summarize one's own thoughts and discuss with others.
Notice:

Characteristics of Class / Division in Learning

Active Learning
Aided by ICT
Applicable to Remote Class
Instructor Professionally Experienced

Course Plan

Theme Goals
1st Semester
1st Quarter
1st Guidance
Information system use
Understand how to proceed with the lesson.
Information system usage can be set.
2nd Information system settings You can set up your computer and network.
3rd Social situation Understand the importance of learning mathematical data science and AI in the information-oriented society.
4th Mathematical Data Science / AI and Society Mathematical data science ・ Understand the relationship between AI and social change.
5th Mathematical data science / AI utilization technology Understand the basic technologies for utilizing mathematical data science and AI in the real world.
6th
Mathematical data science ・ Relationship between AI and business (example of utilization in the real world)
Mathematical data science ・ Learn the relationship between AI and business, and understand its use in the real world.
7th Information morals and security (1)
--Handling of information, policies, manners -
Understand the importance of security, the handling of information, rules and policies.
Understand the dangers and manners of using the Internet.
8th Information morals and security (2)
--Cyber attack, security technology, management -
Learn cyber attack and defense technologies and understand the elemental security technologies.
Understand risk management and management methods.
2nd Quarter
9th Information literacy (1)
--Computer operating principle -
Understand the operating principles, configurations, and roles of hardware and software in computers.
Understand the information representation of computers.
10th Information literacy (2)
--Network basics -
Understand the role, configuration and mechanism of information networks.
11th Information literacy (3)
--Flowchart, algorithm -
Understand flowcharts and algorithms.
12th Utilization of Office Suite (1) You can understand how to use it through practical training of word processing software, spreadsheet software, and presentation software.
13th Utilization of Office Suite (2) You can understand how to use it through practical training of word processing software, spreadsheet software, and presentation software.
14th Utilization of Office Suite (3) You can understand how to use it through practical training of word processing software, spreadsheet software, and presentation software.
15th Final exam An examination will be conducted to measure the level of understanding of each lesson.
16th Answer return, commentary, class evaluation questionnaire

Evaluation Method and Weight (%)

ExaminationReport and PortfolioBehavior(demerit mark)Total
Subtotal505010110
Basic Proficiency25251060
Specialized Proficiency2525050