Academic Year |
2024Year |
School/Graduate School |
Liberal Arts Education Program |
Lecture Code |
63060101 |
Subject Classification |
Foundation Courses |
Subject Name |
ヘルスサイエンスのための基盤数学[1医看,1医理,1医作,1歯工] |
Subject Name (Katakana) |
ヘルスサイエンスノタメノキバンスウガク |
Subject Name in English |
Foundation Mathematics for Health Science |
Instructor |
KAKEHASHI MASAYUKI |
Instructor (Katakana) |
カケハシ マサユキ |
Campus |
Kasumi |
Semester/Term |
1st-Year, First Semester, 1Term |
Days, Periods, and Classrooms |
(1T) Tues9-10,Fri9-10:霞R204講義室 |
Lesson Style |
Lecture |
Lesson Style (More Details) |
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Lecture (partly, exercise). Please bring your PC to use Mathematics software and Web(Moodle). Opportunities for exercises will be provided if appropriate. When necessary, we may offer online lessons using MS Teams. |
Credits |
2.0 |
Class Hours/Week |
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Language of Instruction |
J
:
Japanese |
Course Level |
1
:
Undergraduate Introductory
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Course Area(Area) |
25
:
Science and Technology |
Course Area(Discipline) |
01
:
Mathematics/Statistics |
Eligible Students |
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Keywords |
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Special Subject for Teacher Education |
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Special Subject |
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Class Status within Liberal Arts Education | As pre-specialized education, which is organically linked to specialized education, Foundation Courses are aimed at providing students with the basic knowledge necessary to understand specialized studies in their chosen areas, and thereby providing them w |
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Expected Outcome | To understand, acquire, and be able to explain the logical structure and system of the basic disciplines in accordance with each subject and the knowledge and skills necessary for further academic development. |
Class Objectives /Class Outline |
This lecture provides not only complement to high school mathematics (Math III and Math C) but also fundamental mathematical knowledge useful in learning life sciences. You may become familiar with vectors and matrices, the calculus of exponential and logarithmic functions and 'probability and statistics' by learning in this class. Moreover, you will learn how mathematics is interestingly used in life sciences: e.g., differential equations for chemical reaction, demography and infectious disease models in public health and statistical inference and multivariate analysis, etc. Nowadays using computers has made calculation a very easy and laborless task and getting skilled at calculating software, Mathematica and R in addition to Excel, is another objective of this lecture. (Both pieces of software are available to the students of Hiroshima University because Mathematica is campus licensed and R is a free software for statistical analysis.) This lecture is recommendable to those who do not like mathematics, in addition to students learning life science who love mathematics. |
Class Schedule |
lesson1 Introduction - Mathematics used in life sciences lesson2 Exponential and logarithmic functions and human sense lesson3 Easy calculation by Mathematica, the excellent software lesson4 Dynamical systems to understand life lesson5 Demography and matrices - Life tables lesson6 Vectors and matrices - What is an eigen value? lesson7 Mathematical models of infectious disease spread lesson8 Population genetics and 'evolution and the theory of games lesson9 Exercises lesson10 Black swan and statistical distribution lesson11 Idea of statistical inference lesson12 Quick introduction to multivariate analysis and the software of statistical analysis, R lesson13 Applications: "The mathematics of love" lesson14 Applications: Mathematical models of immune system, nerve cells and carcinogenesis lesson15 A guide to further study |
Text/Reference Books,etc. |
Suggested in the class (See the syllabus in Japanese) |
PC or AV used in Class,etc. |
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(More Details) |
PC etc |
Learning techniques to be incorporated |
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Suggestions on Preparation and Review |
Any questions are most welcome. |
Requirements |
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Grading Method |
Attitude toward the class (weighted ca 30%) and elaboration in the report (weighted ca 70%) |
Practical Experience |
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Summary of Practical Experience and Class Contents based on it |
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Message |
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Other |
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Please fill in the class improvement questionnaire which is carried out on all classes. Instructors will reflect on your feedback and utilize the information for improving their teaching. |