Industrial Engineering & Operations Research

Notes

* A minimum of 120 units is required for graduation.

¹CHEM 4A is for students majoring in chemistry or a closely related field. CHEM 1A and 1AL, or CHEM 4A are prerequisites for BIOLOGY 1A.

²Engineering breadth: 9 units must be completed from the following list BIOENG 10, 102; CIVENG C30/MEC ENG C85; CIV ENG 11, 60, 70, 126, 132, 155; DESINV 15; ELENG 64, 66, 143; ENGIN 11, 26, 29, 40; MATSCI 45, 45L, 111; MECENG 40, 126, 132.

³The Humanities/Social Sciences (H/SS) requirement includes two approved Reading & Composition (R&C) courses and four additional approved courses, with which a number of specific conditions must be satisfied. R&C courses must be taken for a letter grade (C- or better required). The first half (R&C Part A) must be completed by the end of the freshman year; the second half (R&C Part B) must be completed by no later than the end of the sophomore year. The remaining courses may be taken at any time during the program. See engineering.berkeley.edu/hss for complete details and a list of approved courses.

⁴Students must acquire fluent programming skills as demonstrated by completion of coursework in a high-level language such as Python, C, C++ or Java. This requirement may be completed by taking COMPSCI 61A or COMPSCI C8 or equivalent. The COMPSCI 9xx series self-paced courses at UC Berkeley are intended for those already skilled as programmers in a high-level language to learn a second language and thus are not appropriate for meeting this requirement. Junior transfer admits who have completed a programming course of 3 units or more in Python, C, C++, or Java have fulfilled this requirement.

⁵INDENG 172 is an alternative course for STAT 134 or STAT C140/DATA C140. In semesters when INDENG 172 is offered, it is recommended that students take INDENG 172 instead of STAT 134 or C140/DATA C140. Students will receive unit credit for only one of these courses.

⁶Students must take a minimum of four courses from the list below:

• INDENG 115 – Industrial and Commercial Data Systems
• INDENG 130 – Methods of Manufacturing Improvement
• INDENG 135 – Applied Data Science with Venture Applications
• INDENG 142A – Introduction to Machine Learning and Data Analytics
• INDENG 142B – Machine Learning and Data Analytics II
• INDENG 145 – Fundamentals of Revenue Management
• INDENG 150 – Production Systems Analysis
• INDENG 151 – Service Operations Design and Analysis
• INDENG 153 – Logistics Network Design and Supply Chain Management
• INDENG 156 – Healthcare Analysis
• INDENG 164 – Introduction to Optimization Modeling
• INDENG 166 – Decision Analysis
• INDENG 169 – Integer Optimization
• INDENG 170 – Industrial Design and Human Factors
• INDENG 171 – Technology Firm Leadership

⁷Students must take one course with ethics content. This may be fulfilled within the Humanities/Social Sciences requirement by taking one of the following courses: BIOENG 100; DATA C104; ENERES C100; ENGIN 125, 157AC; HISTORY C184D; IAS 157AC; PUB POL C184, W184; STS C104D; UGBA 107.  INDENG 171 can be taken for the ethics requirement but will not cover a Humanities/Social Sciences requirement for the CoE.

⁸Free electives can be any technical or non-technical course, a course of your interest offered by any department; there are no restrictions. Free electives may be necessary in order to obtain the minimum 120 units for graduation.

Notes

* A minimum of 120 units is required for graduation.

**Transfer students who would like to enroll for a fifth semester must contact their ESS Adviser to change their degree term.

¹INDENG 172 is an alternative course for STAT 134 or STAT C140/DATA C140. In semesters when INDENG 172 is offered, it is recommended that students take INDENG 172 instead of STAT 134 or C140/DATA C140. Students will receive unit credit for only one of these courses.

²The Humanities/Social Science (H/SS) requirement includes two approved Reading & Composition courses and four additional approved courses, with which a number of specific conditions must be satisfied. Reading & Composition parts A and B must be completed by no later than the end of the sophomore year. The remaining courses may be taken at any time during the program. See engineering.berkeley.edu/hss for complete details and a list of approved courses.

³Engineering breadth: 9 units must be completed from the following list BIOENG 10, 102; CIVENG C30/MEC ENG C85; CIV ENG 11, 60, 70, 126, 132, 155; DESINV 15; ELENG 64, 66, 143; ENGIN 11, 26, 29 (or 25+27), 40; MATSCI 45, 45L, 111; MECENG 40, 126, 132.

⁴Students must take a minimum of four courses from the list below:

• INDENG 115 – Industrial and Commercial Data Systems
• INDENG 130 – Methods of Manufacturing Improvement
• INDENG 135 – Applied Data Science with Venture Applications
• INDENG 142A – Introduction to Machine Learning and Data Analytics
• INDENG 142B – Machine Learning and Data Analytics II
• INDENG 145 – Fundamentals of Revenue Management
• INDENG 150 – Production Systems Analysis
• INDENG 151 – Service Operations Design and Analysis
• INDENG 153 – Logistics Network Design and Supply Chain Management
• INDENG 156 – Healthcare Analysis
• INDENG 164 – Introduction to Optimization Modeling
• INDENG 166 – Decision Analysis
• INDENG 169 – Integer Optimization
• INDENG 170 – Industrial Design and Human Factors
• INDENG 171 – Technology Firm Leadership

⁵Students must take one course with ethics content. This may be fulfilled within the Humanities/Social Sciences requirement by taking one of the following courses: BIOENG 100; DATA C104; ENERES C100; ENGIN 125, 157AC; HISTORY C184D; IAS 157AC; PUB POL C184, W184; STS C104D; UGBA 107.  INDENG 171 can be taken for the ethics requirement but will not cover a Humanities/Social Sciences requirement for the CoE.