Upper-Division

TIM 147 Introduction to Data Mining for Business

Introduces concepts, approaches, tools, methods for extracting useful knowledge and business value from data for business applications. Covers predictive models, descriptive models, model fitting, model overfitting, complexity, visualization, text mining, association mining, analytical thinking. Other topics may include social network mining, data science and business strategy. Students cannot receive credit for this course and CSE 145.

Credits

5

Instructor

Yi Zhang

Requirements

Prerequisite(s): CSE 20 and CSE 30; and CSE 16; and MATH 22 or MATH 23A or AM 30; and STAT 5, or STAT 7 and 7L; and AM 10 or MATH 21; and AM 20 or MATH 24.

Quarter offered

Fall

TIM 150 Optimization for Management

Introduction to optimization theory, numerical algorithms, and applications focused on operations research topics. The course content includes: linear programming, integer programming, non-linear programming, and an introduction to relevant simulations.

Credits

5

Instructor

Reuben Domike

Requirements

Prerequisite(s): AM 10 or MATH 21, and AM 30 or MATH 22 or MATH 23A.

Quarter offered

Fall, Spring

TIM 170 Management of Technology Seminar

Uses weekly talks by leading industry practitioners and university researchers to provide in-depth exposure to the management of technology. Topics covered include product development, operations, strategy, finance, and marketing for technologies such as software and information systems. (Formerly CSE 170.)

Credits

2

Instructor

Subhas Desa

Repeatable for credit

Yes

Quarter offered

Fall, Winter, Spring

TIM 172A Introduction to Management of Technology I

Addresses strategic, engineering, marketing, and financial processes and tools for the management, development, and commercialization of high-tech products. Declared TIM majors must concurrently enroll in TIM 172P to fulfill the capstone series. (Formerly CSE 171A.)

Credits

5

Instructor

Subhas Desa

Requirements

Prerequisite(s): MATH 19B or MATH 11B or AM 11B or ECON 11B.

Quarter offered

Fall

TIM 172B Introduction to Management of Technology II

Addresses the development and application of processes and tools for the management, design, optimization, and operation of supply chain networks for high-tech products. Declared TIM majors must concurrently enroll in TIM 172Q to fulfill the capstone series. (Formerly CSE 171B.)

Credits

5

Instructor

Subhas Desa

Requirements

Prerequisite(s): TIM 172A.

Quarter offered

Winter

TIM 172P Management of Technology Project I

First of a two-course project sequence in which students apply the knowledge and skills gained in TIM 172A to complete the first part of a major quarter-long comprehensive team project in the management of technology. In this course, taken concurrently with TIM 172A, the team project focus is on the management, design, and commercialization of a new product within a high-tech company. TIM 172A and TIM 172P together form the first part of the required management of technology comprehensive requirement for the TIM B.S. major.

Credits

3

Instructor

Subhas Desa

Requirements

Prerequisite(s): concurrent enrollment in TIM 172A. Enrollment is restricted to Technology and Information (TIM) majors.

Quarter offered

Fall

TIM 172Q Management of Technology Project II

Second of a two-course project sequence in which students apply the knowledge and skills gained in TIM 172B to complete the second part of a major comprehensive team project in the management of technology. In this course, taken concurrently with TIM 172B, the team project focus is on the supply chain management for the new product developed in TIM 172P. TIM 172B and TIM 172Q together form the second part of the required management of technology comprehensive requirement for the TIM B.S. major.

Credits

3

Instructor

Subhas Desa

Requirements

Prerequisite(s): TIM 172A and TIM 172P. Concurrent enrollment in TIM 172B is required.

Quarter offered

Winter

TIM 173 Financial Engineering and Management in High Technology Firms

Addresses methods and tools for financing technology development and projects. Includes approaches for coordinating finance and accounting with strategy and operations of firms; discounted cash-flow analysis; activity-based costing; financial planning; and elements of financial account and investment science. (CSE 173.)

Credits

5

Instructor

Reuben Domike, The Staff

Requirements

Prerequisite(s): ECON 113 or STAT 131 or CSE 107 or by instructor permission.

Quarter offered

Fall, Spring

TIM 175 Business Strategy and Information Systems

Analysis of effective use of information systems within a business enterprise, with emphasis on gaining a competitive advantage. Integration of information systems with business strategy, financial justification, personnel, and organizational considerations are highlighted. Intended for technology and information management majors or senior engineering majors who have a business interest. (Formerly CSE 175.)

Credits

5

Instructor

David Lee

Requirements

Prerequisite(s): satisfaction of the Entry Level Writing and Composition requirements; and TIM 50 or permission of instructor.

Quarter offered

Spring

TIM 193 Field Study

Provides individual programs of study with specific academic objectives carried out under direction of faculty member of Technology and Information Management and a willing sponsor at field site. Uses resources not normally available on campus. Credit based on presentation of evidence of achieving objectives by submitting written and oral presentation. Students submit petition to sponsoring agency.

Credits

5

Repeatable for credit

Yes

Quarter offered

Fall, Winter, Spring

TIM 193F Field Study

Provides individual programs of study with specific academic objectives carried out under direction of faculty member of Technology and Information Management and a willing sponsor at field site. Uses resources not normally available on campus. Credit based on presentation of evidence of achieving objectives by submitting written and oral presentation. Cannot normally be repeated for credit. Students submit petition to sponsoring agency.

Credits

2

Repeatable for credit

Yes

Quarter offered

Fall, Winter, Spring

TIM 194 Group Tutorial

A program of independent study arranged between a group of students and a faculty member. Students submit petition to sponsoring agency.

Credits

5

Repeatable for credit

Yes

Quarter offered

Fall, Winter, Spring

TIM 194F Group Tutorial

A program of independent study arranged between a group of students and a faculty member. Students submit petition to sponsoring agency.

Credits

2

Repeatable for credit

Yes

Quarter offered

Fall, Winter, Spring

TIM 195 Senior Thesis Research

Intended for majors. Students submit petition to sponsoring agency.

Credits

5

Repeatable for credit

Yes

Quarter offered

Fall, Winter, Spring

TIM 195F Senior Thesis Research

Intended for majors. Students submit petition to sponsoring agency.

Credits

2

Repeatable for credit

Yes

Quarter offered

Fall, Winter, Spring

TIM 198 Individual Study or Research

Intended for majors. Students submit petition to sponsoring agency.

Credits

5

Repeatable for credit

Yes

Quarter offered

Fall, Winter, Spring

TIM 198F Individual Study or Research

Intended for majors. Students submit petition to sponsoring agency.

Credits

2

Repeatable for credit

Yes

Quarter offered

Fall, Winter, Spring

TIM 199 Individual Study or Research

Individual directed study for upper-division undergraduates. Enrollment is restricted to senior technology and information management majors. Students submit petition to sponsoring agency.

Credits

5

Repeatable for credit

Yes

Quarter offered

Fall, Winter, Spring