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Refer to the Class Schedule for additional information.
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Course NumberSemesterCourse nameCourse InstructorIn person or Online LectureLecture Days and TimesTime Conflicts Allowed with Lecture?Time Conflicts Allowed with Labs?RequisitesEnrollment Appeal Form (if applicable)Reserved Seating?Additional Notes
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2Spring 2025Introduction to Statistics A. Lucas Online
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C8Spring 2025Foundations of Data Science (DS Admin) In person Administered by Data Science and all seats listed under Data C8. Email ds-enrollments@berkeley.edu for questions. See the Data Science Class Enrollment Information page.
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20 Lec 001Spring 2025Introduction to Probability and Statistics A. Massari In person MWF 8-10am (Lec MWF 8-9am, Lab WF 9-10am) NoNoPrerequisite: 1 semester of calculusRefer to https://stat20.berkeley.edu/. Stat 20 has a Common Final Exam in Exam Group 16 Thurs 05/15/2025 7–10 pm.
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20 Lec 002Spring 2025Introduction to Probability and Statistics A. Massari In person MWF 10am-12pm (Lec MWF 10-11am, Lab WF 11am-12pm) NoNoPrerequisite: 1 semester of calculusRefer to https://stat20.berkeley.edu/. Stat 20 has a Common Final Exam in Exam Group 16 Thurs 05/15/2025 7–10 pm.
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20 Lec 003Spring 2025Introduction to Probability and Statistics S. Stoyanov (and lead Stat 20 instructor) In person MWF 8-10am (Lec MWF 8-9am, Lab WF 9-10am) NoNoPrerequisite: 1 semester of calculusMon lecture held in different room than WF lectures. Refer to https://stat20.berkeley.edu/. Stat 20 has a Common Final Exam in Exam Group 16 Thurs 05/15/2025 7–10 pm.
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20 Lec 004Spring 2025Introduction to Probability and Statistics E. Wetchler In person MWF 8-10am (Lec MWF 8-9am, Lab WF 9-10am) NoNoPrerequisite: 1 semester of calculusRefer to https://stat20.berkeley.edu/. Stat 20 has a Common Final Exam in Exam Group 16 Thurs 05/15/2025 7–10 pm.
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20 Lec 005Spring 2025Introduction to Probability and Statistics E. Wetchler In person MWF 1-3pm (Lec MWF 1-2pm, Lab WF 2-3pm) NoNoPrerequisite: 1 semester of calculusMon lecture held in different room than WF lectures. Refer to https://stat20.berkeley.edu/. Stat 20 has a Common Final Exam in Exam Group 16 Thurs 05/15/2025 7–10 pm.
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20 Lec 006Spring 2025Introduction to Probability and Statistics E. Wetchler In person MWF 3-5pm (Lec MWF 4-5pm, Lab WF 3-4pm) NoNoPrerequisite: 1 semester of calculusMon lecture held in different room than WF lectures. Refer to https://stat20.berkeley.edu/ . Stat 20 has a Common Final Exam in Exam Group 16 Thurs 05/15/2025 7–10 pm.
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20 Lec 007Spring 2025Introduction to Probability and Statistics A. Massari In person MWF 3-5pm (Lec MWF 3-4pm, Lab WF 4-5pm) NoNoPrerequisite: 1 semester of calculusRefer to https://stat20.berkeley.edu/. Stat 20 has a Common Final Exam in Exam Group 16 Thurs 05/15/2025 7–10 pm.
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20 Lec 008Spring 2025Introduction to Probability and Statistics E. Munro In person MTTh 8-10am (Lec MTTh 9-10am, Lab TTh 8-9am) NoNoPrerequisite: 1 semester of calculusMon lecture held in different room than TTh lectures. Refer to https://stat20.berkeley.edu/. Stat 20 has a Common Final Exam in Exam Group 16 Thurs 05/15/2025 7–10 pm.
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20 Lec 009Spring 2025Introduction to Probability and Statistics E. Munro In person MTTh 10am-12pm (Lec MTTh 11am-12pm, Lab TTh 10-11am) NoNoPrerequisite: 1 semester of calculusMon lecture held in different room than TTh lectures. Refer to https://stat20.berkeley.edu/. Stat 20 has a Common Final Exam in Exam Group 16 Thurs 05/15/2025 7–10 pm.
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33ASpring 2025Introduction to R G. Sanchez In person Wednesday 11am-12pm
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33BSpring 2025Introduction to Advanced R G. Sanchez In person Monday 11am-12pm Prerequisite: Compsci 61A or equivalent programming background
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C88S (formerly "Stat 88")Spring 2025Probability and Mathematical Statistics in Data Science (DS Admin) TBD In person MWF 12-1pm Prerequisite: One semester of calculus: MATH 16A, MATH 10A, or MATH1A; Corequisite or Prerequisite: Foundations of Data Science: STAT/COMPSCI/DATA/INFO C8Administered by Data Science and all seats listed under Data C88S. Email ds-enrollments@berkeley.edu for questions. See the Data Science Class Enrollment Information page.
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C100 ("Data 100")Spring 2025Principles & Techniques of Data Science (DS Admin) J. Grossman & N. Norouzi In person TTh 5-6:30pm See Data Science Class Enrollment InformationAdministered by Data Science and all seats listed under Data C100. Email ds-enrollments@berkeley.edu for questions. See the Data Science Class Enrollment Information page.
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C102 ("Data 102")Spring 2025Data, Inference, and Decisions (DS Admin) P. Ding & R. Sridharan In person TTh 12:30-2pm Prerequisites: Math 54 or 110 or Stat 89A or Physics 89 or both of EECS 16AB; Data C100; and any of EECS 126, Data C140, Stat 134, IndEng 172Administered by Data Science and all seats listed under Data C102. Email ds-enrollments@berkeley.edu for questions. See the Data Science Class Enrollment Information page.
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133Spring 2025Concepts in Computing with Data G. Sanchez In person MWF 3-4pm Some for Statistics majors
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134Spring 2025Concepts of Probability A. Lucas In person MWF 10-11am Prereqs: year of calculus at the level of Math 1A-1B; Math 53 recommendedSome for Statistics majors
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135Spring 2025Concepts of Statistics A. Massari S. Stoyanov In person MWF 2-3pm NoNoAlthough not enforced by the enrollment system, Math 54 and either Stat 134 or Data/C140 are prereqsSome for Statistics majorsNo time conflicts and no alternative final exam times will be offered for this course.
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C140 (formerly "Stat 140")Spring 2025Probability for Data Science (DS admin) TBD In person TTh 2-3:30pm (Requisites enforced by the enrollment system) Prerequisites: STAT/COMPSCI/DATA/INFO C8, or STAT/COMPSCI/DATA C100, or both STAT 20 and COMPSCI 61A; and MATH 1B or higher. Corequisite: MATH 54, EL ENG/EECS 16A, STAT 89A, MATH 110 or equivalent linear algebraAdministered by Data Science and all seats listed under Data C140. Email ds-enrollments@berkeley.edu for questions. See the Data Science Class Enrollment Information page.
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150Spring 2025Stochastic Processes A. Hammond In person MWF 10-11am N/A (no labs)Prerequisite: Stat 134 or equivalent30 seats reserved for Statistics majors
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151ASpring 2025Linear Modelling: Theory and Applications N. Zhivotovksiy In person TTh 8-9:30am (Requisite enforced by the enrollment system): Stat 135Stat 151A Enrollment Appeal Form30 seats reserved for Statistics majorsStudents who have completed Data C140+Data C100+ the F22 Data 188 will have satisfied the Stat 135 prereq but must still fill out the Stat 151A Enrollment Appeal form to receive a Permission Number.
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153Spring 2025Intro to Time Series A. Guntuboyina In person TTh 3:30-5pm Prerequisites: 134 or consent of instructor. 133 or 135 recommended40 seats reserved for Statistics majors
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154 / 254Spring 2025Modern Statistical Prediction and Machine Learning R. Giordano In person MWF 11am-12pm (Requisites enforced by the enrollment system) Prerequisites: Math 53 or equivalent;
Math 54, Electrical Engineering 16A, Statistics 89A, Mathematics 110 or equivalent linear algebra
Statistics 135 or the combination of Data/Stat C140 and Data/Stat/Compsci C100		Stat 154 Enrollment Appeal Form25 seats reserved for Statistics majorsRoom share with Stat 254 meaning all attend the same lectures and labs but there are different course requirements depending on which course the student is enrolled in. Data C100 + Data/Stat C140 will be accepted in lieu of Stat 135 prereq but students will still need to complete Stat 154 Enrollment Appeal Form in order to request a Permission Number.
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155Spring 2025Game Theory A. Jamshidpey In person MWF 9-10am
TR 6:30-8pm 		NoN/A (no labs)Prerequisite: Stat 134 or equivalent30 seats reserved for Statistics majors
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158Spring 2025Eperimental Design A. Bray In person TTh 9:30-11am NoPrerequisite: Statistics 134 and Statistics 135 and experience with Software R, or consent of instructor40 seats reserved for Statistics majors
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165Spring 2025Forecasting W. Fithian In person MWF 1-2pm Fri class attendance requiredN/A (no labs)Stat 134, Data/Stat C140 or similar; and programming experience in Python45 seats for Statistcs majors with 5+ terms in attendance; 10 seats reserved for Statistics majors
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GRAD COURSESUndergrads will not be able to add to a grad course or even get on the waitlist unless they have a Permission Number from the instructor, which are generally not given out until the start of the semester. Priority to enroll in graduate courses is given to graduate students.
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C200C (grad-level "Data 100")Spring 2025Principles & Techniques of Data Science (DS Admin) J. Grossman & N. Norouzi In person TTh 5-6:30pm Confirm with instructorAdministered by Data Science and all seats listed under Data C200. Email ds-enrollments@berkeley.edu for questions. See the Data Science Class Enrollment Information page.
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C205BSpring 2025Probability Theory S. Ganguly In person TTh 3:30-5pm 12:30-2pm NoNoConfirm with instructor10 seats reserved for Statistics PhDs studentsCross-listed with Math C218B
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C206BSpring 2025Advanced Topics in Probability and Stochastic Processes: Eigenvalues of Random matrices V. Gorin In person Tuesday 3:30-6:30pm Confirm with instructor10 seats reserved for Statistics PhD studentsCross-listed with Math C223B

TOPIC: Eigenvalues of Random matrices

DESCRIPTION: The main topics include: How do random matrices appear in
mathematics, statistics, and theoretical physics? What are the main types of asymptotic behaviors for random eigenvalues? What tools can be used for proving asymptotic theorems?

REQUIRED BACKGROUND: linear algebra, a comprehensive course in probability theory, and experience with mathematical proofs.
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210BSpring 2025Theoretical Statistics S. Mei In person TTh 11-12:30pm Confirm with instructor20 seats reserved for Statistics graduate students
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214Spring 2025Masters of Statistics Capstone Project B. Yu In person TTh 9:30-11am Confirm with instructorAll Seats Reserved for Statistics MA student onlyNot open to students who are not Stat MAs.
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215BSpring 2025Statistical Models: Theory and Application J. McAuliffe In person TTh 2-3:30pm Confirm with instructor10 seats reserved for Statistics PhD students
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230ASpring 2025Linear Models S. Pimental In person MWF 10-11am Confirm with instructorAll Seats Reserved for Statistics MA students
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238Spring 2025Bayesian Statistics A. Strang In person TTh 11-12:30pm Confirm with instructorStat 238 Enrollment Appeal Form25 reserved for Statistics graduate students
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C241B / Compsci C281BSpring 2025Advanced Topics in Learning and Decision Making B. Recht In person TTh 12:30-2pm Confirm with instructor6 seats reserved for Stat PhD studentsCross-listed with Compsci C281B
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C245CSpring 2025Biostatistical Methods: Computational Statisitcs with Applications in Biology and Medicine J. Wang In person Monday 10am-1pm Confirm with instructorCross-listed with Pb Hlth C240C
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248Spring 2025Analysis of Time Series A. Guntuboyina In person TTh 3:30-5pm Prerequisite: 201A or equivalent; 243 and 201B recommended15 seats reserved for Statistics graduate studentsRoom share with Stat 153.
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254 / 154Spring 2025Modern Statistical Prediction and Machine Learning (share with 154) R. Giordano In person MWF 11am-12pm Confirm with instructor12 seats reserved for Statistics graduate studentsRoom share with Stat 154.
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260Spring 2025Topics in Probability and Statistics: Randomized Linear Algebra, Optimization, and Large-Scale Learning M. Mahoney In person TTh 3:30-5pm Prerequisites: Advanced undergraduate courses on linear algebra, probability, and optimization; basic programming skills.10 seats reserved for Statistics graduate students
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260Spring 2025Topics in Probability and Statistics: Advanced Topics in Causal Inference A. Feller In person Monday 2-5pm Prerequisite: Stat 256 or equivalent.10 seats reserved for Statistics graduate studentsRoom share with Public Policy 290 Sec 013
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265Spring 2025Forecasting W. Fithian In person MWF 1-2pm Fri class attendance requiredN/A (no labs)Confirm with instructor5 seats reserved for Statistics graduate studentsRoom share with Stat 165.
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272Spring 2025Statistical Consulting P. Stark In person W 9-11am Statistics and Biostatistics PhDsPermission required for all others. Not open to undergraduates.
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278B Sec 1Spring 2025Neyman Seminar E. Munro, A. Jamshidpey In person Wednesday 4-5pm
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278B Sec 2Spring 2025Probability Seminar A. Hammond In person Wednesday 3-4pm
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375Spring 2025Professional Preparation: Teaching of Probability and Statistics A. Bray In person Tuesday 1-3pm All seats require Permission NumberPriority for new Stat GSIs/UGSIs
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