About
This site publishes educational materials (video materials and exercise tools) used in "Information Society Fundamentals" and "Information Science Fundamentals," which are university-wide required general information education courses at Osaka University, as OER (Open Educational Resources). No registration or procedures are required to use these materials. They are available free of charge.
These materials correspond to "Introduction to Information Literacy for Data and AI Utilization" (Baifukan, ISBN978-4-563-01624-1). Please check the Topics section for the correspondence.
Terms of Use
- These materials are educational materials (video materials, exercise tools, and exercise data) used in "Information Society Fundamentals" and "Information Science Fundamentals," which are university-wide required general information education courses at The University of Osaka.
- No registration procedures are required, and they are available free of charge.
- Links to each page of this site do not require permission. Please feel free to create them.
- We cannot take any responsibility for damages caused by using these materials.
- These materials are provided under the Creative Commons Attribution 4.0 International License.
- All information posted on this site (including content and terms) may be modified, deleted, or the service may be suspended or terminated without prior notice. Please understand this in advance.
- For inquiries about these materials, please contact us through contact.
Topics
Chapter 2: Data and AI Utilization in Society
Chapter 5: Data Literacy
Chapter 6: AI Programming Exercises
Chapter 7: Considerations in Data and AI Utilization
OER Resources
Chapter 2: Data and AI Utilization in Society
Video Materials
2-1 Overview of Data and AI Utilization
2-2 Data used in society
2-3 The field of data and AI utilization
2-4 Technologies for data and AI utilization
2-5 The field of data and AI utilization
2-6 The latest trends in data and AI utilization
Chapter 3: Computer Mechanisms
動画教材
3-1 The structure of the computer: Hardware
3-2 The structure of the computer: Software
3-3 Information and data
3-4 Handling of characters, audio, and images
Exercise Tools and Materials
Chapter 4: Information Network Mechanisms
Video Materials
4-1 The structure of the network
4-2 Communication protocols
4-3 IP Address
4-4 Protocols at the Application Layer
4-5 Encryption technologies
Exercise Tools and Materials
Chapter 5: Information Literacy
Exercise Data
- 演習データのダウンロード（GitHubにて公開中）
- chap5_sample1.xls
- chap5_sample2.xls
- chap5_sample3.xls
Chapter 6: AI Programming Exercises
Exercise Data
We provide programming exercise materials in Jupyter Notebook format.
- 演習データのダウンロード（GitHubにて公開中）
- chap6_sample1.xls
- chap6_sample2.xls
- chap6_sample3.xls
Chapter 7: Considerations in Data and AI Utilization
Video Materials
7-1 ELSI (Ethical, Legal, and Social Issues)
7-2-1 Considerations from a legal perspective: Personal Information Protection Law, Portrait Rights and Privacy Rights, Intellectual Property Rights
7-2-2 Considerations from a legal perspective: GDPR, Personal Data Protection and Use, Opt-in and Opt-out
7-3-1 Considerations from an ethical perspective: Fairness of AI, Data Ethics, and Bias
7-3-2 Considerations from an ethical perspective: Transparency and Explainability of AI
7-4-1 Considerations from a social perspective: Human-centered AI principles
7-4-2 Considerations from a social perspective: Negative examples in the use of data and AI
7-4-3 Considerations from a social perspective: The spread and considerations of generative AI
7-5 Considerations in protecting data
Contact Us
For inquiries about the published educational materials, please contact us at the following email address.
oer.csedu.research[at]gmail.com