Data Engineering I University of Tsukuba

Course Overview
データ工学の基礎および最近のトピックについて講義する。まず、基礎となるデータベース技術について概観した後、データマイニングの主要な手法について述べ、さらにグラフデータ処理等に関連するトピックを取り上げる。なお、講義は英語で行われるが、適宜日本語による補足も行なう。データベース、データマイニング分野の基礎的データ工学手法を理解すると共に、グラフデータ処理等最新の技術動向についても学習する。
Learning Achievement
This lecture covers basic data engineering techniques and some advanced topics. First, we briefly review database technologies which are the basis of this lecture. Then we pick up major data mining techniques and advanced topics on graph data management. The lecture is given in English.
Competence
Knowledge Utilization Skills, Management Skills, Communication Skills, Research Skills, Expert Knowledge
Course prerequisites
Students are encouraged to have fundamental knowledge about databases and information retrieval.
Grading Philosophy
Evaluated based on final exam (80%) and quizzes (20%).
Course schedule
Course type
Lectures
Online Course Requirement
Instructor
Amagasa Toshiyuki,Shiokawa Hiroaki,Bou Savong
Other information
Identical to 01CH304.
Lecture is conducted in English.
Online(Asynchronous) The lectures will be given on-demand style, i.e., the lecture videos will be available.
The course materials will be distributed through manaba.
Site for Inquiry
Please inquire about the courses at the address below.
Contact person: Toshiyuki Amagasa,Hiroaki Shiokawa
Email address: amagasa@cs.tsukuba.ac.jp,shiokawa@cs.tsukuba.ac.jp
Link to the syllabus provided by the university