Syllabus

SubjectCALCULUS [DS1]

Class Information

Faculty/Graduate School
POLICY MANAGEMENT / ENVIRONMENT AND INFORMATION STUDIES
Course Registration Number
01220
Subject Sort
B3103
Title
CALCULUS
Field
Fundamental Subjects - Subjects of Data Science - Data Science 1
Unit
2 Unit
Year/Semester
2021 Fall
K-Number
Year/Semester
2021 Fall
Day of Week・Period
Lecturer Name
Rei Ootsuki
Class Format
Online (On-demand)
Language
Japanese
Location
Other
Class Style
*Please click here for more information on the correspondence between 'Class Style' and ’Active Learning Methods’.
Lecture
GIGA Certificate
Not applied

Detail

Course Summary

We overview differential and integral calculus learned at high school. Our aim is to generalize these to functions of several variables. For functions with one variable, first we extend the concept of tangent (linear approximation) to the theory of Taylor (polynomial approximation). As an application, we can solve the extreme problem in detail. For functions of several valuables, derivative is called partial derivative. We extend the theory of Taylor and the extreme problem to functions with several variables. Moreover, we consider integral of functions of several variables, which is called multiple integral. By using this we can obtain volume and area of high dimensional objects.