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Quality Assurance & Control

Data Mining Certificate

Modern scientific and commercial databases can contain massive volumes of data. Within these records lies important information that can only be effectively analyzed using techniques associated with the growing discipline of data mining. This powerful technology is capable of the extraction of predictive information from large amounts of data. Data mining tools predict future trends and behaviors, allowing users to make proactive, knowledge-driven decisions. They explore databases for patterns, finding predictive information that experts may miss because it lies outside their expectations or their searching abilities. Data mining is a process that uses a variety of data analysis tools to discover patterns and relationships in data that may be used to make valid predictions. Increasing, data mining is becoming a fundamental component of all facets of business commerce, as well as Scientific discovery. This certificate is designed to provide individuals in business and scientific communities with the skills necessary to design, build, verify and test predictive data models.

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Certificate Course Matrix
Course Title Course Number Units FA WI SP SU
Prerequisite (General knowledge of statisitics is recommended.)
Introduction to Statistics
CSE-41069
3
OOOO
Required Courses (All four (4) courses required.)
Data Mining I: Basic Methods and Techniques
CSE-40768
2.5
OOOO
Data Mining II: Advanced Methods and Applications
CSE-40769
3
 O O
Data Preparation for Data Mining
CSE-40969
3
 OOO
Data Mining III
CSE-40977
3
OOO 
Elective Courses (Choose one)
Data Mining for Scientific Applications
CSE-40770
3
 O  
Predictive Analytics: Data Mining for Business Application
CSE-41098
3
OOOO
Other Courses of Interest
Introduction to R Programming
CSE-41097
3
 XO 
SAS Programming
BIOL-40190
3
O O 
L=La Jolla M=Mission Valley O=Online R=Rancho Bernardo S=Sorrento Mesa X=Location TBA
Certificate Programs

To Register in the Certificate Program

Certificate registration is required to complete the program. Candidates are encouraged to register in the certificate program as early as possible to take advantage of program benefits. See Certificate FAQs for more information.

Certificate Section ID: 073941 Register Now!
Application Fee: $35
Contact: Technology, (858) 622-5755
E-mail: hmontgomery@ucsd.edu