Syllabus

SubjectPROBABILITY [DS1]

Class Information

Faculty/Graduate School
POLICY MANAGEMENT / ENVIRONMENT AND INFORMATION STUDIES
Course Registration Number
02905
Subject Sort
B3102
Title
PROBABILITY
Field
Fundamental Subjects - Subjects of Data Science - Data Science 1
Unit
2 Unit
Year/Semester
2022 Spring
K-Number
FPE-CO-03013-211-12
Year/Semester
2022 Spring
Day of Week・Period
Wed 3rd
Lecturer Name
Takayuki Hoshino
Class Format
Face-to-face
Language
Japanese
Location
SFC
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, Baye's theorem etc), we will learn quantitate aspects of probability distributions (random variable, expectation values, variance etc).