26 Feb 2020 |
CSCI567,
English/英文,
Note
Credit to: Prof. Yan Liu, CSCI567, Spring 2020
outline
- Support vector machines (primal formulation)
- A detour of Lagrangian duality
- Support vector machines (dual formulation)
25 Feb 2020 |
CSCI585,
English/英文,
Note
Credit to: Prof. Saty Raghavachary, CSCI 585, Spring 2020
Chapter 13
outline
- How business intelligence provides a comprehensive business decision support framework
- About business intelligence architecture, its evolution, and reporting styles
- About the relationship and differences between operational data and decision support data
- What a data warehouse is and how to prepare data for one
- What star schemas are and how they are constructed
- About data analytics, data mining, and predictive analytics
- About online analytical processing (OLAP)
- How SQL extensions are used to support OLAP-type data manipulations
25 Feb 2020 |
CSCI585,
English/英文,
Note
Credit to: Prof. Saty Raghavachary, CSCI 585, Spring 2020
Chapter 11
Outline
- Basic database performance-tuning concepts
- How a DBMS processes SQL queries
- About the importance of indexes in query processing
- About the types of decisions the query optimizer has to make
- Some common practices used to write efficient SQL code
- How to formulate queries and tune the DBMS for optimal performance
21 Feb 2020 |
CSCI567,
English/英文,
Note
Credit to: Prof. Yan Liu, CSCI567, Spring 2020
outline
- Motivation
- Dual formulation of linear regression
- Kernel Trick
18 Feb 2020 |
CSCI585,
English/英文,
Note
Credit to: Prof. Saty Raghavachary, CSCI 585, Spring 2020
outline
- database transactions and their properties
- What concurrency control is and what role it plays in maintaining the database’s integrity
- What locking methods are and how they work
- How stamping methods are used for concurrency control
- How optimistic methods are used for concurrency control
- How database recovery management is used to maintain database integrity
