2020 Advanced Data Engineering

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Academic unit or major
Graduate major in Computer Science
Instructor(s)
Yokota Haruo 
Class Format
Lecture    (ZOOM)
Media-enhanced courses
Day/Period(Room No.)
Mon5-6(W831)  Thr5-6(W831)  
Group
-
Course number
CSC.T523
Credits
2
Academic year
2020
Offered quarter
2Q
Syllabus updated
2020/9/18
Lecture notes updated
2020/8/5
Language used
English
Access Index

Lecture

Lecture 1 Basic Concept and Background of Data Engineering

2020.6.22(Mon.) 5-6Session

Lecture

Lecture 2 Relational Database and Transaction Procesing

2020.6.25(Thu.) 5-6Session

Lecture

Lecture 3 Cancel Class

2020.6.29(Mon.) 5-6Session

Lecture

Lecture 4 Data Warehouse, OLAP, and Data Mining

2020.7.2(Thu.) 5-6Session

Lecture

Lecture 5 Storing Data and Indexing

2020.7.6(Mon.) 5-6Session

Lecture

Lecture 6 Estimate Cost of Relational Algebra Operations 1: Selection, Projection

2020.7.9(Thu.) 5-6Session

Lecture

Lecture 7 Estimate Cost of Relational Algebra Operations 2: Join, Aggregate Functions

2020.7.13(Mon.) 5-6Session

Lecture

Lecture 8 Classify Parallelize Database Operations and Data Partitioning

2020.7.16(Thu.) 5-6Session

Lecture

Lecture 9 Parallel Join Operations: Sort Merge Join, Hash Join

2020.7.20(Mon.) 5-6Session

Lecture

Lecture 10 Parallel Aggregate Functions, Skew Handling

2020.7.23(Thu.) 5-6Session

Lecture

Lecture 11 Distributed Database Processing and Blockchain

2020.7.27(Mon.) 5-6Session

Lecture

Lecture 12 Cloud and RDF Databases

2020.7.30(Thu.) 5-6Session

Lecture

Lecture 13 XML Databases

2020.8.3(Mon.) 5-6Session

Lecture

Lecture 14 Privacy and Security of Database

2020.8.6(Thu.) 5-6Session

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