線形代数は多変量変数を扱う基本であり，信号処理や制御理論，機械学習など本専攻で扱う多くの分野の基礎となる．本講義では線形代数とその応用に関して，大学院の教育と研究で必要となる知識，技術および実践能力を身に付けることを目的とする．
Linear algebra is an indispensable foundation in the fields of information science and system engineering, such as artificial intelligence, machine learning, robotics, and so on. This course deals with the basic concepts and principles of linear algebra as a foundation of engineering. There are two main aims of this course; one is to review the elementary knowledge learnt in undergraduate, and the other is to introduce some advanced concepts as well as some applied fields. The purpose is to acquire the knowledge and skills of linear algebra necessary for research and learning in the above fields.
https://edragon-syllabus.jimu.kyutech.ac.jp/guest/syllabuses/direct?year=2023&subject_code=61664361&class_code=01
Linear algebra is an indispensable foundation in the fields of information science and system engineering, such as artificial intelligence, machine learning, robotics, and so on. This course deals with the basic concepts and principles of linear algebra as a foundation of engineering. There are two main aims of this course; one is to review the elementary knowledge learnt in undergraduate, and the other is to introduce some advanced concepts as well as some applied fields. The purpose is to acquire the knowledge and skills of linear algebra necessary for research and learning in the above fields.
https://edragon-syllabus.jimu.kyutech.ac.jp/guest/syllabuses/direct?year=2023&subject_code=61664361&class_code=01