Basics of Data Science and Artificial Intelligence will be held from the 2022 academic year. In order to utilize data science and AI as practical sciences, the goal of this lecture is to learn basic knowledge, to collect the information necessary to solve problems based on that knowledge, and to select the means to process that information.
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Overview of newly offered courses
- Course name
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Basics of Data Science and Artificial Intelligence
- LAS.I131 4th Q, Wednesday 5 to 6 period, 1 credit
- Remote classes via Zoom
- Course overview
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Lecture content
- Lesson 1 Introduction: DS&AI literacy
- Lesson 2 Tips: Data and spreadsheets
- Lesson 3 Fundamentals 1: Reading data
- Lesson 4 Fundamentals 2: Character string data processing
- Lesson 5 Fundamentals 3: Handling tabular data
- Lesson 6 Basic applications: reading, handling, and explaining data
- Lesson 7 Selection: Overview of machine learning
A simple programming exercise (Python) will be performed in parallel with the lecture.
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