Syllabus

SubjectPROBABILITY [DS1]

Class Information

Faculty/Graduate School
POLICY MANAGEMENT / ENVIRONMENT AND INFORMATION STUDIES
Course Registration Number
42961
Subject Sort
B3102
Title
PROBABILITY
Field
Fundamental Subjects - Subjects of Data Science - Data Science 1
Unit
2 Unit
Year/Semester
2023 Fall
K-Number
FPE-CO-03013-221-12
Year/Semester
2023 Fall
Day of Week・Period
Fri 1st
Lecturer Name
Makoto Miura
Class Format
Online (Live)
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

This class is an introduction to probability. Probability is a theory that quantifies uncertain phenomena and is the fundamental mathematics in a wide range of fields such as data science, economics, and engineering. After covering some basics of probability (joint probability, conditional probability, Bayes' theorem etc), we will learn quantitate aspects of probability distributions (random variable, expectation values, variance etc).