EMERGENCE OF DATA DRIVEN SOCIETY AND STRATEGY (ADVANCED)
EMERGENCE OF DATA DRIVEN SOCIETY AND STRATEGY (ADVANCED) [ Syllabus ]
■ Outline of this course Whether you are going to do some kind of business or go into the company, data-driven analytical problem-solving skills and hands-on understanding of data utilization are essential in the days ahead. This course aims to develop minimum data literacy to survive in this data-driven age for the students with a practical basic understanding of analytical thinking and data literacy (skills covered in the “Data-Driven” basic class), on the assumption that they do not have much experience in data analysis and utilization. In this course, we will cover introductions to data preparation, data visualization, and machine learning including deep learning. Classes will be conducted interactively as much as possible. We will invest a considerable amount of time for each homework review and answers to the questions received in a weekly questionnaire. ★ This course will be delivered to a student who completed the introductory Data-Driven class successfully (just audited students are not allowed). ★ This is not a course to nurture experts in information science and big data processing - Natural language processing - Image processing - Machine learning - Data infrastructure construction - Real time processing, etc. ■ Expected students Those who really want to make a change by analyzing the data and utilizing the data rather than information science nerds. People who want to understand how data and analysis are delivering the values in this world and who want to acquire basic skills on them. People who want to get the feel of how the data can be used for general decision making. People who have tried various analyzes so far, but who do not get the point of value creation using data.