Human Anatomy & Physiology II with Lab

HUMAN ANAT & PHYS II W/LA

This undergraduate-level introductory course is the second of a two-course series on human anatomy and physiology. Using a body systems approach, we will study the anatomical structure and physiological function of the human body. Foundational concepts from chemistry, cell biology, and histology are reviewed and built upon through the progression of topics. Each of the body systems will be studied for their structure, function, and mechanisms of regulation. The core concepts of levels of organization, interdependence of systems, and homeostasis will be emphasized throughout the course. This beginner level course will lay the foundation for further advanced study of physiology and pathophysiology within a nursing curriculum.

• Department: Nursing
• Instructor: Sofia L Rosenberg-Klainberg
  Info
• 4 points

SUPPLY CHAIN ANALYTICS

Supply chain management, model design of a supply chain network, inventories, stock systems, commonly used inventory models, supply contracts, value of information and information sharing, risk pooling, design for postponement, managing product variety, information technology and supply chain management; international and environmental issues. Note: replaced IEOR E4000 beginning in fall 2018.

• Department: Industrial Engineering and Operations Research
• TR 11:40 a.m.-12:55 p.m.
• None None-None
• Instructor: Vineet Goyal
  h-index: 21 Info
• 3 points

BIOSTATISTICS FOR ENGINEERS

Fundamental concepts of probability and statistics applied to biology and medicine. Probability distributions, hypothesis testing and inference, summarizing data and testing for trends. Signal detection theory and the receiver operator characteristic. Lectures accompanied by data analysis assignments using MATLAB as well as discussion of case studies in biomedicine.

• Department: Biomedical Engineering
• TR 11:40 a.m.-12:55 p.m.
• Instructor: Nuttida Rungratsameetaweemana
  Info
• 4 points

MECHANISMS OF TRANSPORT

Continuum frame-work for modeling non-equilibrium phenomena in fluids with clear connections to the molecular/microscopic mechanisms for conductive transport. Continuum balances of mass and momentum; continuum-level development of conductive momentum flux (stress tensor) for simple fluids; applications of continuum framework for simple fluids (lubrication flows, creeping flows). Microscopic developments of the stress for simple and/or complex fluids; kinetic theory and/or liquid state models for transport coefficients in simple fluids; Langevin/Fokker- Plank/Smoluchowski framework for the stress in complex fluids; stress in active matter; applications for complex fluids.

• Department: Chemical Engineering
• TR 11:40 a.m.-12:55 p.m.
• None None-None
• Instructor: Christopher J Durning
  CULPA: 3 Info
• 3 points

Microbiology with Lab

MICROBIOLOGY W/LAB

This online undergraduate-level introductory course focuses on the core concepts and principles of microbiology. We will explore how microorganisms co-exist and interact with humans creating both beneficial and pathological results. We will survey the diversity of microorganisms, their classification, and the essential processes needed for survival; which will dictate the environments in which they can thrive. This exploration of microorganism diversity will include topics such as microbial nutrition and metabolism, genetics, and antimicrobial mechanisms employed by and against microorganisms. Special attention will be given to understanding the human immune system, mechanisms of infection by pathogenic microorganisms, and the role non-harmful microbiota serve in supporting immune function. The weekly lab component of this course will support and complement each learning module and familiarize students with basic microbiologic lab techniques.

• Department: Nursing
• Instructor: Michelle I Evans
  Info
• 4 points

RECENT CONTINENTAL POL THOUGHT

This course will compare and contrast the theories of the political, the state,freedom, democracy, sovereignty and law, in the works of the following key 20th and 21st century continental theorists: Arendt, Castoriadis, Foucault, Habermas, Kelsen, Lefort, Schmitt, and Weber. It will be taught in seminar format.

• Department: Political Science
• W 2:10 p.m.-4 p.m.
• Instructor: Jean L Cohen
  CULPA: 7 Wikipedia h-index: 63 Info
• 4 points

TECH I: ENVMTS IN ARCH

• Department: Architecture, Planning and Preservation
• T 9 a.m.-noon
• Instructor: Lola Ben-Alon
  h-index: 5 Info
• 3 points

UNCERTAIN/RISK-CIVIL INF SYST

Introduction to basic probability; hazard function; reliability function; stochastic models of natural and technological hazards; extreme value distributions; Monte Carlo simulation techniques; fundamentals of integrated risk assessment and risk management; topics in risk-based insurance; case studies involving civil infrastructure systems, environmental systems, mechanical and aerospace systems, construction management. Not open to undergraduate students.

• Department: Civil Engineering and Engineering Mechanics
• T 4:10 p.m.-6:40 p.m.
• None None-None
• Instructor: Ioannis Kougioumtzoglou
  h-index: 26 Info
• 3 points

INTRODUCTION TO DATABASES

The fundamentals of database design and application development using databases: entity-relationship modeling, logical design of relational databases, relational data definition and manipulation languages, SQL, XML, query processing, physical database tuning, transaction processing, security. Programming projects are required.

• Department: Computer Science
• TR 11:40 a.m.-12:55 p.m.
• R 7 p.m.-9:30 p.m.
• Instructor: Luis Gravano
  CULPA: 16 h-index: 56 Info
• Instructor: Oktie Hassanzadeh
  Info
• 3 points

OPERATIONS CONSULTING

Aims to develop and harness the modeling, analytical, and managerial skills of engineering students and apply them to improve the operations of both service and manufacturing firms. Structured as a hands-on laboratory in which students "learn by doing" on real-world consulting projects (October to May). The student teams focus on identifying, modeling, and testing (and sometimes implementing) operational improvements and innovations with high potential to enhance the profitability and/or achieve sustainable competitive advantage for their sponsor companies. The course is targeted toward students planning careers in technical consulting (including operations consulting) and management consulting, or pursuing positions as business analysts in operations, logistics, supply chain and revenue management functions, positions in general management, and future entrepreneurs.

• Department: Industrial Engineering and Operations Research
• R 7 p.m.-11 p.m.
• Instructor: Soulaymane Kachani
  CULPA: 12 Info
• 3 points

Introduction to Developmental Psychology

INTRO DEV PSYCH LIFESPAN

This introductory course covers human development across the lifespan. The course will provide an overview of development and the complexity of human growth through physical, cognitive, emotional, and social capacities. A review of historical and modern-day developmental theories as well as more complex interpersonal constructs, such as cultural variations, will be discussed. Special emphasis is placed upon examining the dynamic interplay between biology and environment with relevant application to nursing practice. The role of social and cultural stressors such as racism and socioeconomics in shaping human development will be examined. This undergraduate-level course will lay the foundation for further advanced study of human development within a nursing curriculum.

• Department: Nursing
• Instructor: Michael Gross
  Info
• 3 points

ADVANCED BUSINESS CHINESE

Advanced Business Chinese is designed to help students who have studied at least three years of Chinese (or the equivalent) to achieve greater proficiency in the oral and written use of the language and gain knowledge in depth about China’s business environment and proven strategies. Student will critically examine the successes and failures of firms within the Chinese business arena.

• Department: East Asian Languages and Cultures
• MTR 8:40 a.m.-9:55 a.m.
• Instructor: Zhong Qi Shi
  Info
• 4 points

Biostatistics

In this introductory undergraduate course students will learn how vital the study of Biostatistics is to ensure that clinical and public health practices are supported by reliable evidence. Students will gain an appreciation for the hazards of applying human intuition to probability and statistical questions. This course is designed to explore the collection, analysis, and presentation/visualization of biologic and health data using statistical methods. Students will learn and apply fundamental concepts and techniques of descriptive statistics. Students will also learn basic fundamental concepts of inferential statistics.

• Department: Nursing
• Instructor: Sally W Aboelela
  CULPA: 5 Info
• 3 points

TECH III: MATERIALS + ASSEMBLIES

TECH III: MAT + ASSEMBLIE

• Department: Architecture, Planning and Preservation
• R 9 a.m.-noon
• 3 points

FUND-LARGE-SCALE DIST SYSTEMS

Prerequisites: (COMS W3134 or COMS W3136 or COMS W3137) and (COMS W3157 or COMS W4118 or CSEE W4119) Design and implementation of large-scale distributed and cloud systems. Teaches abstractions, design and implementation techniques that enable the building of fast, scalable, fault-tolerant distributed systems. Topics include distributed communication models (e.g. sockets, remote procedure calls, distributed shared memory), distributed synchronization (clock synchronization, logical clocks, distributed mutex), distributed file systems, replication, consistency models, fault tolerance, distributed transactions, agreement and commitment, Paxos-based consensus, MapReduce infrastructures, scalable distributed databases. Combines concepts and algorithms with descriptions of real-world implementations at Google, Facebook, Yahoo, Microsoft, LinkedIn, etc.

• Department: Computer Science
• M 7 p.m.-9:30 p.m.
• Instructor: Hubertus Franke
  Info
• 3 points

FUND-LARGE-SCALE DIST SYSTEMS

Prerequisites: (COMS W3134 or COMS W3136 or COMS W3137) and (COMS W3157 or COMS W4118 or CSEE W4119) Design and implementation of large-scale distributed and cloud systems. Teaches abstractions, design and implementation techniques that enable the building of fast, scalable, fault-tolerant distributed systems. Topics include distributed communication models (e.g. sockets, remote procedure calls, distributed shared memory), distributed synchronization (clock synchronization, logical clocks, distributed mutex), distributed file systems, replication, consistency models, fault tolerance, distributed transactions, agreement and commitment, Paxos-based consensus, MapReduce infrastructures, scalable distributed databases. Combines concepts and algorithms with descriptions of real-world implementations at Google, Facebook, Yahoo, Microsoft, LinkedIn, etc.

• Department: Video Network
• Instructor: Hubertus Franke
  Info
• 3 points

TECH IV: INTEG BLDG SYSTM

• Department: Architecture, Planning and Preservation
• T 2 p.m.-5 p.m.
• Instructor: Berardo Matalucci
  Info
• 3 points

Anarchist Thought, Art, and Action

Anarchist Thought, Art &

Anarchy is Order!” proclaims the modern anarchist movement. The anarchist values not violence and chaos, but democracy, solidarity, and freedom from all forms of coercion. The ideal society is antiauthoritarian and decentralized, comprised of voluntary associations of free and equal individuals. In this course we will dissect these ideas, debating anarchist conceptions of freedom, authority, and human nature, beginning with late 18th-19th c. figures (Godwin, Proudhon, Bakunin, Kropotkin, Tolstoy) and ending with more recent developments in this tradition (ecological thought, indigeneity, gender). We will engage with these ideas as expressed in political essays, but also in art (drama, poetry, visual art, fairytales, children’s literature, science fiction), and in autobiographical writing. How, we may ask, are anarchist values and critique formulated differently in these different modes of expression? What is the place of art and aesthetic experience in a radically liberatory movement? Readings will be studied in their historical contexts, especially moments of revolutionary action: across Europe in 1848, in Russia and Ukraine (1917-1921), during the Spanish Civil War (1936-39), led by the Zapatistas in Chiapas, Mexico (1994-).

There are no prerequisites for this class; all readings will be available in English.

• Department: Slavic Languages
• T 2:10 p.m.-4 p.m.
• Instructor: Jessica E Merrill
  CULPA: 2 Info
• 3 points

PROGRAMMING LANG & TRANSLATORS

Modern programming languages and compiler design. Imperative, object-oriented, declarative, functional, and scripting languages. Language syntax, control structures, data types, procedures and parameters, binding, scope, run-time organization, and exception handling. Implementation of language translation tools including compilers and interpreters. Lexical, syntactic and semantic analysis; code generation; introduction to code optimization. Teams implement a language and its compiler.

• Department: Computer Science
• MW 4:10 p.m.-5:25 p.m.
• None None-None
• Instructor: Ronghui Gu
  h-index: 11 Info
• 3 points

MICROMECH OF COMPOSITE MAT

An introduction to the constitutive modeling of composite materials: Green’s functions in heterogeneous media, Eshelby’s equivalent inclusion methods, eigenstrains, spherical and ellipsoidal inclusions, dislocations, homogenization of elastic fields, elastic, viscoelastic and elasto-plastic constitutive modeling, micromechanics-based models.

• Department: Civil Engineering and Engineering Mechanics
• W 1:10 p.m.-3:40 p.m.
• Instructor: Huiming Yin
  CULPA: 1 h-index: 25 Info
• 3 points

Innovative Sustainability Leadership

This course will prepare students to be leaders in developing innovative sustainable frameworks and solutions. We will analyze the characteristics of innovative sustainability leaders, including common themes (if any), how they have grappled with success and failure, and how these individuals become effective leaders who inspire their teams and organizations to act as catalysts for change. Through guest speakers, in-depth discussion, and by using a variety of examples and case studies from the non-profit, profit, and public sectors, we will examine the impacts that innovative sustainability leaders have on organizational success and failure. 

Against the backdrop of a world transformed by climate change, we will then expand our view to assess the significance of collaboration both within and beyond the conceptual boundaries of organizations, considering the pivotal roles that diverse stakeholders play in driving advancements in sustainable innovations. Ultimately, we will evaluate the role and responsibility of innovative sustainability leaders to effect transformational change on a societal level. By the end of the course, students will have developed actionable tools, strategies, and critical thinking skills for leading transformational change in their organizations and beyond.

• Department: Sustainability Management
• R 4:10 p.m.-6 p.m.
• Instructor: Sara Goddard
  Info
• 3 points

Mechanics of Fiber-Reinforced Composites

MECH FIBER-REINFORCED COM

Overview of composite materials, including history, background, and manufacturing processes. Macro-mechanics: anisotropic elasticity and stress transformation. Micro-mechanics: Rule of Mixture, Composites Cylinder Model (CCM) and other models. Macro-mechanics: Classic Lamination Theory (CLT). Hygrothermal effects, residual stresses, Composite mechanical testing, fabrication. Failure modes and lamina-based failure theories. Bending and Buckling of composite plates. ICME of Composites (nano-, micro-, meso- and macro-scale analysis, experimental validation, process modeling, integration).

• Department: Civil Engineering and Engineering Mechanics
• T 7 p.m.-9:30 p.m.
• Instructor: Marianna Maiaru
  Info
• 3 points

OPERATING SYSTEMS I

Design and implementation of operating systems. Topics include process management, process synchronization and interprocess communication, memory management, virtual memory, interrupt handling, processor scheduling, device management, I/O, and file systems. Case study of the UNIX operating system. A programming project is required.

• Department: Computer Science
• TR 4:10 p.m.-5:25 p.m.
• None None-None
• Instructor: Jason Nieh
  CULPA: 23 Wikipedia h-index: 50 Info
• 3 points

COMPUTER NETWORKS

Introduction to computer networks and the technical foundations of the Internet, including applications, protocols, local area networks, algorithms for routing and congestion control, security, elementary performance evaluation. Several written and programming assignments required.

• Department: Computer Science
• MW 4:10 p.m.-5:25 p.m.
• None None-None
• Instructor: Henning G Schulzrinne
  CULPA: 12 Info
• 3 points

LANG DOCUMENTATION/FIELD MTHDS

Prerequisites: LING 3101: Introduction to Linguistics and LING 4376: Phonetics & Phonology

This course provides training in linguistic fieldwork for language
documentation and description. We will work with a speaker of an understudied language
to investigate the structure of the language (its sounds, word and sentence formation,
ways of expressing meaning, and usage) and learn about its speakers and their
communities, both in NYC and abroad. Through this process, students will learn
collaborative linguistic fieldwork techniques as well as the art of writing linguistic
descriptions. This course will draw on all aspects of students’ linguistic training to date,
and the success of the course will depend on our ability as a class to work together
cooperatively with the language consultant and language community more broadly to
document and describe the language.

• Department: Slavic Languages
• TR 2:40 p.m.-3:55 p.m.
• Instructor: Meredith Landman
  CULPA: 1 h-index: 5 Info
• 3 points

Advanced Analysis and Design of Structur

ADV ANALYSIS AND DESIGN O

Advanced analysis and design methodologies and impact on efficient use of building materials. Effects on quality and safety in design of structures. Utilization of advanced techniques as prescribed by building code requirements for steel and concrete structures (AISC and ACI).

• Department: Civil Engineering and Engineering Mechanics
• W 7 p.m.-9:30 p.m.
• Instructor: Tom T Panayotidi
  CULPA: 3 Info
• 3 points

Agent of Change: Ukrainian Art Between R

The course will trace the appearance of the avant-garde on the territory of the Russian Empire with a focus on Ukrainian art as compared to Russian. Examining the art aspiring not only to reflect but to alter the reality originating both in the center and the periphery, the class will explore the array of strategies employed by art for that end. The foundational theories of avant-garde, non-conformism, and dissident art will be studied alongside the most celebrated and influential examples of innovative and radical art from the region. Beginning with socially minded realist practices, the class will consider the impact of the collapse of the Russian and then Soviet Empires on art and reflect on how the societal upheavals affect the understanding of the function and the definition of art. The appearance of Socialist Realism and the versions of opposition to it will be studied, from dissident undermining to neglect and escapism of the second avant-gardes. Ukrainian art of recent decades will be studied in the context of several revolutions (Granite, Orange, Euromaidan) that defined its contemporary history.

The class is offered for graduate and advanced undergraduate students. Knowledge of Russian or Ukrainian is not required.

• Department: Slavic Languages
• M 2:10 p.m.-4 p.m.
• Instructor: Olena Martynyuk
  Info
• 3 points

RENAISSANCE IN EUROPE II

Major texts of the Renaissance both south and north of the Alps, including those of Petrarch, Valla, Machiavelli, Castiglione, Erasmus, Thomas More, and Montaigne, with special emphasis on diverse style of early modern writing and the habits of reading they encouraged.

• Department: English and Comparative Literature
• MW 4:10 p.m.-5:25 p.m.
• Instructor: Kathy H Eden
  CULPA: 19 Wikipedia Info
• 3 points

THE NOVEL IN AFRICA

The main task of this course will be to read novels by African writers. But the novel in Africa also involves connections between the literary genre of the novel and the historical processes of colonialism, decolonization, and globalization in Africa. One important question we'll consider is how African novels depict those historical experiences in their themes and plots—we'll read novels that are about colonialism, etc. A more complex question is how these historical processes relate to the emergence of the novel as an important genre for African writers. Edward Said went so far as to say that without imperialism, there would be no European novel as we know it. How can we understand the novel in Africa (whether read or written) as a product of the colonial encounter? How did it shape the process of decolonization? What contribution to history, whether literary or political, does the novel in Africa make? We'll undertake a historical survey of African novels from the 1930s to the present, with attention to various subgenres (village novel, war novel, urbanization novel, novel of postcolonial disillusion, Bildungsroman). We'll attend to how African novelists blend literate and oral storytelling traditions, how they address their work to local and global audiences, and how they use scenes of characters reading novels (whether African or European) in order to position their writing within national, continental, and world literary space.

• Department: Middle Eastern, South Asian and African Studies
• W 2:10 p.m.-4 p.m.
• Instructor: Jennifer Wenzel
  CULPA: 3 h-index: 15 Info
• 4 points

Japanese Documentary Films

JPNS DOCUMENTARY FILMS

This course investigates the theories and practices of documentary film in Japan. Spanning from the 1920s to the present, we will engage in rigorous examination of the transformations of cinematic forms and contents, and of the social, cultural, and political elements bound up with those transformations. We will also juxtapose aspects of Japanese documentary film with global movements, and wider theories of documentary and non-fiction.

• Department: East Asian Languages and Cultures
• W 4:10 p.m.-6 p.m.
• Instructor: Takuya Tsunoda
  Info
• 4 points

Russian Through Music

This content-based language course is designed for students who already have an equivalent of five semesters of college-level Russian. The course aims to explore various types of Russian music that have been popular since the 1960s. Popular music expresses widely-shared trends and interests of society and evokes emotions and associations via memories. Sharing these musical associations will enhance students’ knowledge of Russian values and beliefs, and help them understand how and why these values and beliefs have changed since the thaw period, as well as how they continue to change in the 21st century in response to social mood. Students will learn how to interpret popular music and work on the development of the language skills needed to be an engaged listener of Russian music as well as an engaged partner in conversations on related topics. Learners will use language in meaningful interactions and negotiate meaning in real-life contexts. Through engagement with authentic sources, students will solidify and further develop their knowledge of the case and verbal systems as well as cause-and-effect relationships within sentences and paragraphs. They will learn how to interpret music from a cultural perspective that implies the ability to read between the lines. Conducted entirely in Russian.

• Department: Slavic Languages
• MW 1:10 p.m.-2:25 p.m.
• Instructor: Marina Tsylina
  Info
• 3 points

MANAGING ENG & CONST PROCESSES

Introduction to the principles, methods and tools necessary to manage design and construction processes. Elements of planning, estimating, scheduling, bidding and contractual relationships. Valuation of project cash flows. Critical path method. Survey of construction procedures. Cost control and effectiveness. Field supervision.

• Department: Civil Engineering and Engineering Mechanics
• T 4:10 p.m.-6:40 p.m.
• Instructor: Timothy McManus
  Info
• 3 points

SOLAR ENERGY & STORAGE

SOLAR ENERGY & STORAGE

Lecture series by Julian Chen

Nature of solar radiation as electromagnetic waves and photons. Availability of solar radiation at different times and at various places in the world. Thermodynamics of solar energy. Elements of quantum mechanics for the understanding of solar cells, photosynthesis, and electrochemistry. Theory, design, manufacturing, and installation of solar cells. Lithium-ion rechargeable batteries and other energy-storage devices. Architecture of buildings to utilize solar energy.

• Department: Applied Physics and Applied Mathematics
• MW 1:10 p.m.-2:25 p.m.
• None None-None
• Instructor: Julian Chen
  Info
• 3 points

ADV CHEM ENGI THERMODYNAMICS

The course provides a rigorous and advanced foundation in chemical engineering thermodynamics suitable for chemical engineering PhD students expected to undertake diverse research projects. Topics include Intermolecular interactions, non-ideal systems, mixtures, phase equilibria and phase transitions and interfacial thermodynamics.

• Department: Chemical Engineering
• MW 2:40 p.m.-3:55 p.m.
• None None-None
• Instructor: Sanat Kumar
  CULPA: 4 h-index: 79 Info
• 3 points

DESIGN OF CONSTRUCTION SYSTEMS

Introduction to the design of systems that support construction activities and operations. Determination of design loads during construction. Design of excavation support systems, earth retaining systems, temporary supports and underpinning, concrete formwork and shoring systems. Cranes and erection systems. Tunneling systems. Instrumentation and monitoring. Students prepare and present term projects.

• Department: Civil Engineering and Engineering Mechanics
• R 1:10 p.m.-3:40 p.m.
• Instructor: Vincent Tirolo
  Info
• 3 points

PRIN OF CONSTRUCTN TECHNIQUES

Current methods of construction, cost-effective designs, maintenance, safe work environment. Design functions, constructability, site and environmental issues.

• Department: Civil Engineering and Engineering Mechanics
• T 7 p.m.-9:30 p.m.
• Instructor: Dominick Pilla
  Info
• 3 points

NATURE, RACE, AND INDIGENEITY IN THE U.S

“Nature” is one of the weirdest words in the English language—it can refer to human trait (“it is in her nature”), a nonhuman environment (“we walked in nature”), a divine power (“mother nature”), or a biological process (“nature calls”). Despite—and indeed, because of—these ambiguities, nature has played pivotal roles in the territory that has come to be known as the United States. In various guises, nature has inspired pilgrims, pioneers, and tourists. At the same time, nature has staged struggles between settlers and Natives, whites and racialized peoples, upper classes and working classes. In this seminar, we will learn how nature has brought us together and torn us apart. By engaging with a variety of media—from colonial-era captivity narratives to nineteenth-century abolitionist texts to contemporary Kumeyaay poetry—we will recover conflicting ideas of nature. And by reading in the environmental humanities—including history, anthropology, and literary criticism—we will discover how these ideas have impacted all-too-human identities and more-than-human entities. While our inquiries will take us from prehistory to the present, they will converge on the future: now that we are destroying our ecosystems, extinguishing our fellow species, and altering our atmosphere, is there still such a thing as nature? During the semester, we will navigate this tricky terrain both collectively and individually, with each undergraduate completing a four-to five-page theoretical essay, a fourteen- or fifteen-page research essay, and a natural history mini-exhibit, and with each graduate student preparing a presentation for our end-of-semester conference that they then revise as a seminar paper and/or repurpose by organizing a panel for a national conference.

• Department: English and Comparative Literature
• T 10:10 a.m.-noon
• Instructor: Carlos Nugent
  Info
• 4 points

Frankenstein and Its Vicissitudes

Overview: This class will carefully and searchingly read Mary Shelley’s 1818
Frankenstein
as well as her 1831 revision, using those two texts as the seeds for a much larger investigation about what the Frankenstein paradigm brought to later American literary and cinematic culture. We’ll look at how Mary Shelley developed the genre of science fiction from nothing, wrote the first recognizable book of horror in the English cannon, pioneering literary philosophical writing in the absence of a clear hero, and used her novel as a mechanism for thinking about reproductive violence, domestic abuse, and the social problem of male loneliness. From there, we’ll examine the Frankenfilms of the 20th and 21st century—many of which are excellent, but many of which are downright offensive—to think about what Shelley’s literary and philosophical paradigm contributed to Anglo-American cinematic discourse about patriarchy, power, sex, class, God, reproduction, fascism, and feminism.

• Department: English and Comparative Literature
• TR 1:10 p.m.-2:25 p.m.
• Instructor: Eleanor Johnson
  CULPA: 20 Info
• 3 points

POLIT THOUGHT-CLASSICL AND MEDIEVAL

Prerequisites: Contemporary Civilization or a comparable introduction to political theory course. This course examines ancient political thought from its origins in the archaic Greek poleis through the development of classical Greek political philosophy and the transmission and adaptation of Greek political ideas in the Hellenistic, Roman, and early Christian traditions. Our texts will include major ancient works of political theory by Plato, Aristotle, and Cicero as well as works of poetry, drama, history, and ethical and natural philosophy that offer insight into ancient thought on politics. We will approach these texts not only as reflections on the ancient democratic, oligarchic, monarchical, and republican political systems they address, but also as foundations for modern political discourse that still prompt us to consider the questions they raise—questions about the ideal form of government in theory, and the best form in practice; about the nature of law and justice, and the relationship between law and custom, science, or religion; about the rule of law, and the rights and obligations of an individual citizen living in a participatory state; and about the reach of empire, and the implications when a self-governing people attempts to direct the affairs of non-citizens or of other states.

• Department: Political Science
• TR 1:10 p.m.-2:25 p.m.
• Instructor: Diana J Moser
  Info
• 3 points

CAPITAL FACILITY PLANNING/FIN

Planning and financing of capital facilities with a strong emphasis upon civil infrastructure systems. Project feasibility and evaluation. Design of project delivery systems to encourage best value, innovation and private sector participation. Fundamentals of engineering economy and project finance. Elements of life cycle cost estimation and decision analysis. Environmental, institutional, social and political factors. Case studies from transportation, water supply and wastewater treatment.

• Department: Civil Engineering and Engineering Mechanics
• W 4:10 p.m.-6:40 p.m.
• Instructor: Muqing Liu
  Info
• 3 points

CONSTRUCTION INDUSTRY LAW

Practical focus upon legal concepts applicable to the construction industry. Provides sufficient understanding to manage legal aspects, instead of being managed by them. Topics include contractual relationships, contract performance, contract flexibility and change orders, liability and negligence, dispute avoidance/resolution, surety bonds, insurance and site safety.

• Department: Civil Engineering and Engineering Mechanics
• M 7 p.m.-9:30 p.m.
• 3 points

NON-CLASSICAL LOGIC

• Department: Philosophy
• W 2:10 p.m.-4 p.m.
• Instructor: Achille Varzi
  CULPA: 30 Wikipedia h-index: 40 Info
• 3 points

THRY/PRACT OF VIRTAL DSGN CONS

History and development of Building Information Modeling (BIM), its uses in design and construction, and introduction to the importance of planning in BIM implementation. Role of visual design and construction concepts and methodologies, including integrated project delivery form in architecture, engineering, and construction industries from project design, cost estimating, scheduling, coordination, fabrication, installation, and financing.

• Department: Civil Engineering and Engineering Mechanics
• M 4:10 p.m.-6:40 p.m.
• Instructor: Ayse Polat
  Info
• 3 points

ENVIR,HLTH,SAFETY CONC CONSTR

A definitive review of and comprehensive introduction to construction industry best practices and fundamental concepts of environmental health and safety management systems (EH&S) for the construction management field. How modern EH&S management system techniques and theories not only result in improved safe work environments but ultimately enhance operational processes and performance in construction projects.

• Department: Civil Engineering and Engineering Mechanics
• M 1:10 p.m.-3:40 p.m.
• Instructor: Paul Haining
  Info
• 3 points

ORNITHOLOGY

• Department: Ecology, Evolution, and Environmental Biology
• R 10:10 a.m.-noon
• 3 points

INTL CONSTRUCTION MGMT

Complex global construction industry environment. Social, cultural, technological, and political risks; technical, financial, and contractual risk. Understanding of successful global project delivery principals and skills for construction professionals. Industry efforts and trends to support global operational mechanism. Global Case Studies. Engage with industry expert professionals. Student group projects with active ongoing global initiatives.

• Department: Civil Engineering and Engineering Mechanics
• R 7 p.m.-9:30 p.m.
• Instructor: Ibrahim Odeh
  Info
• 3 points

EXPLORE, EXPLAIN, PROPOSE

• Department: Architecture, Planning and Preservation
• W 3:30 p.m.-7:30 p.m.
• 6 points

APPLIED USE OF AEC DATA

Digital transformation optimizes day-to-day operations to provide maximum performance in Architecture, Engineering, and Construction (AEC) workflows. Focuses on broadening knowledge of AEC data leading to building data management. Use of open data sets from the design, construction, and operations of buildings to learn and practice data management and its applied use. Major technical topics include Project Management Information System (PMIS) and Facility Management (FM), leading to Digital Twin data management, data processing, and data visualization.

• Department: Civil Engineering and Engineering Mechanics
• W 7 p.m.-9:30 p.m.
• Instructor: Dareen Salama
  Info
• 3 points

Topics in Israeli Cinema

Israel has a unique and constantly-evolving national cinema, the product of its diverse immigrant population, influences from neighboring nations, and dramatic national history. Beginning with artistic influences from abroad and culminating with native self-examinations, this course will provide a survey of Israeli film history, recurring foci of Israeli cinema, and introductions to influential filmmakers from early director and impresario Menahem Golan to Orthodox writer/director Rama Burshtein.

Each class meeting will include a complete screening of an Israeli feature film, as well as clips of related works. Readings will include critical essays and histories which elaborate on in-class screenings and cover additional topics and films. Written assignments will be three analytical essays which will encourage critical thinking, close analysis of films, and independent research beyond the materials presented in class.

All readings are in English. All feature films and film clips are in Hebrew (some include Arabic), and will be presented with English subtitles. Students fluent in Hebrew and Arabic are encouraged to interpret the dialogue for additional meaning that may not be translated in the subtitles.

• Department: Institute for Israel & Jewish Studies
• T 10 a.m.-1:45 p.m.
• Instructor: Stuart Weinstock
  Info
• 3 points

Climate Change and Sustainable Water

SCIENCE OF SUSTAINABLE WATER

This course covers all topics and material about water sustainability, the global water crisis and the impacts from climate change. It is a comprehensive introductory water resource class that all sustainable-minded professionals should have.  The topics and materials studied in the class strikes a balance for management, business, science, and technical specialists. 

The sustainability of water has become an increasingly critical issue, and over the coming decade, as awareness and resources go into addressing public health, economics, growing development, climate and weather changes, and aging infrastructure. Water resources are affected by changes not only in climate but also in population, economic growth, technological and scientific changes, and other socioeconomic factors.  In addition, they serve a dual purpose; water resources are critical to both human society and natural ecosystems. The objective of this course is to provide a fundamental understanding of key global water challenges and hydrological processes in the natural and built environment.  We will then use this understanding to explore aspects of sustainable strategies for integrated and climate-resilient water resources management.  We will explore the roles of humans as an integral part of the water cycle: how we use our water resources and how our actions help shape the water cycle. In addition, students will be encouraged to think about how climate change will impact water resources.

• Department: Sustainability Management
• W 4:10 p.m.-6 p.m.
• Instructor: Shannon Marquez
  Info
• 3 points

ADVANCED ORGANIC CHEMISTRY I

Prerequisites: elementary organic and physical chemistry. The mechanisms of organic reactions, structure of organic molecules, and theories of reactivity. How reactive intermediates are recognized and mechanisms are deduced using kinetics, stereochemistry, isotopes, and physical measurements.

• Department: Chemistry
• TR 10:10 a.m.-11:25 a.m.
• Instructor: Tomislav Rovis
  Info
• 4.5 points

SYNTHETIC METHDS-ORGANC CHEM

This course is intended for graduate students and advanced undergraduate students. The main purpose of the course is to introduce students to modern synthetic chemistry via the selected series of topics (synthetic planning and the logic of organic assembly, classical and new reactions/methods and their use in complex target synthesis). Mechanistic underpinning of the discussed reaction processes will also be briefly discussed. For each module (see the content below), specific examples of syntheses of natural products and/or synthetic materials will be provided. In addition to lectures by Prof. Sames, students will select and present relevant papers in the class (the number of student symposia will depend on the final enrollment in this course). The basic knowledge of transition metal chemistry is recommended for the cross-coupling reactions (i.e. structure, electron counting, and elemental reaction types of transition metals).

• Department: Chemistry
• MW 10:10 a.m.-11:25 a.m.
• Instructor: Makeda A Tekle-Smith
  Info
• 4.5 points

Construction Engineering and Management

CEM Industry Field Studie

Expose students to various aspects of project management in the construction industry, enhance learning experience with real-world challenges and prepare for internships and future employment. Run for two semesters. First semester focuses on Traditional Project Management, and second semester focuses on Agile Project Management. For class project, development of a Project Management Plan (PMP) and an Operations Dashboard based on real-life examples of contracts (traditional project management) and operational excellence initiatives (agile project management).

• Department: Civil Engineering and Engineering Mechanics
• W 1:10 p.m.-3:40 p.m.
• None None-None
• Instructor: Ibrahim Odeh
  Info
• 1-3 points

The Roman Art of Engineering: Traditions

Interdisciplinary study of ancient Roman engineering and architecture in a course co-created between Arts & Sciences and Engineering. Construction principles, techniques, and materials: walls, columns, arches, vaults, domes. Iconic Roman buildings (Colosseum, Pantheon, Trajan’s Column) and infrastructure (roads, bridges, aqueducts, baths, harbors, city walls). Project organization. Roman engineering and society: machines and human labor; engineers, architects, and the army; environmental impact. Comparisons with current practice as well as cross-cultural comparisons with other pre-modern societies across the globe. A Columbia Cross-Disciplinary Course.

• Department: Art History and Archaeology
• TR 4:10 p.m.-5:25 p.m.
• 3 points

Total Synthesis of Natural Products

Total Synth Natural Produ

This course covers the reactions, strategies, and tactics needed to tackle the molecular complexity posed by the structures of complex natural products. Building upon reactions learned in synthetic methods, additional examples of modern methods for bond-forming reactions will be presented, as will the tools necessary to logically analyze and build complex molecular targets. Primary literature sources will be emphasized.

You may be asked to serve as research subjects in studies under the direction of the faculty while enrolled in this course. Participation is voluntary.

• Department: Chemistry
• MW 2:40 p.m.-3:55 p.m.
• 4 points

INTRO-PROBABILITY & STATISTICS

Covers the following topics: fundamentals of probability theory and statistical inference used in engineering and applied science; Probabilistic models, random variables, useful distributions, expectations, law of large numbers, central limit theorem; Statistical inference: pint and confidence interval estimation, hypothesis tests, linear regression. For IEOR graduate students.

• Department: Industrial Engineering and Operations Research
• MW 11:40 a.m.-12:55 p.m.
• MW 4:10 p.m.-5:25 p.m.
• None None-None
• Instructor: Eric Stratman
  Info
• 3 points

INTRO-PROBABILITY & STATISTICS

EXEMPTION:INTRO PROB/STAT

Covers the following topics: fundamentals of probability theory and statistical inference used in engineering and applied science; Probabilistic models, random variables, useful distributions, expectations, law of large numbers, central limit theorem; Statistical inference: pint and confidence interval estimation, hypothesis tests, linear regression. For IEOR graduate students.

• Department: Industrial Engineering and Operations Research
• 3 points

Engineering Software-as-a-Service

Modern software engineering concepts and practices including topics such as Software-as-a-Service, Service-oriented Architecture, Agile Development, Behavior-driven Development, Ruby on Rails, and Dev/ops.

• Department: Computer Science
• TR 8:40 a.m.-9:55 a.m.
• 3 points

Advanced Software Engineering

ADVANCED SOFTWARE ENGINEE

Software lifecycle using frameworks, libraries and services. Major emphasis on software testing. Centers on a team project.

• Department: Computer Science
• TR 10:10 a.m.-11:25 a.m.
• None None-None
• Instructor: Gail E Kaiser
  CULPA: 10 Info
• 3 points

ADVANCED PROBABILITY THEORY

This course will cover advance topics in probability, including: the theory of martingales in discrete and in continuous time; Brownian motion and its properties, stochastic integration, ordinary and partial stochastic differential equations; Applications to optimal filtering, stopping, control, and finance; Continuous-time Markov chains, systems of interacting particles, relative entropy dissipation, notions of information theory; Electrical networks, random walks on graphs and groups, percolation.

• Department: Mathematics
• MW 4:10 p.m.-5:25 p.m.
• Instructor: Roger W Van Peski
  Info
• 3 points

BIOTECHNOLOGY LAW

Prerequisites: at least 4 college-level biology or biotechnology courses. This course will introduce students to the interrelated fields of patent law, regulatory law, and contract law that are vital to the biotech and biopharmaceutical sectors. The course will present core concepts in a way that permits students to use them throughout their corporate, academic, and government careers. SCE and TC students may register for this course, but they must first obtain the written permission of the instructor, by filling out a paper Registration Adjustment Form (Add/Drop form). The form can be downloaded at the URL below, but must be signed by the instructor and returned to the office of the registrar. http://registrar.columbia.edu/sites/default/files/content/reg-adjustment.pdf

• Department: Biological Sciences
• W 6:10 p.m.-8 p.m.
• Instructor: Alan J Morrison
  Info
• 3 points

COMPUTER GRAPHICS

Introduction to computer graphics. Topics include 3D viewing and projections, geometric modeling using spline curves, graphics systems such as OpenGL, lighting and shading, and global illumination. Significant implementation is required: the final project involves writing an interactive 3D video game in OpenGL.

Due to significant overlap in content, only one of COMS 4160 or Barnard COMS 3160BC may be taken for credit.

• Department: Computer Science
• TR 4:10 p.m.-5:25 p.m.
• Instructor: Silvia Sellan
  Info
• 3 points

SOLID & HAZARDOUS WASTE MGMT

Solid & Hazardous Waste Mgmt

Generation, composition, collection, transport, storage and disposal of solid and hazardous waste. Impact on the environment and public health. Government regulations. Recycling and resource recovery.

• Department: Earth and Environmental Engineering
• MW 9:10 a.m.-10:25 a.m.
• Instructor: Xiaoyang Shi
  Info
• 3 points

Resilience and Resistance: North African

This seminar examines the multifaceted experiences of Jewish communities in the Maghreb during the colonial period, spanning from the early 19th century through the independence movements of the mid-20th century. We will explore how these communities navigated the social, political, and cultural landscape of colonial rule, focusing on key themes that shaped the Jewish experience in colonial North Africa. These themes include the impact of French colonial policies, evolving legal status, the involvement of French Jews in colonial dynamics, the rise and decline of the Judeo-Arabic press and literature, the emergence of Jewish women's writing, rabbinical responses to colonialism, and Jewish participation in anti-colonial movements. By analyzing a diverse range of primary sources—from rabbinical responsa and colonial legal documents to Judeo-Arabic literature and photographs—we will examine how Maghrebi Jews confronted, subverted, and negotiated the colonial order while reconfiguring their cultural and religious identities.

By the end of the course, students will have developed a deeper understanding of the transformations in Jewish religious, cultural, and social life during the colonial period in North Africa. They will be able to evaluate the varied strategies of adaptation and resistance employed by Jewish communities in response to colonial rule. Students will also strengthen their ability to analyze a broad range of primary sources. Finally, they will learn to apply interdisciplinary approaches, drawing from history, postcolonial studies, Jewish studies, and literary analysis, to better understand Jewish life under colonial rule in the Maghreb.

• Department: Institute for Israel & Jewish Studies
• M 10:10 a.m.-noon
• Instructor: Gabriel Abensour
  Info
• 4 points

USER INTERFACE DESIGN

Introduction to the theory and practice of computer user interface design, emphasizing the software design of graphical user interfaces. Topics include basic interaction devices and techniques, human factors, interaction styles, dialogue design, and software infrastructure. Design and programming projects are required.

• Department: Computer Science
• TR 5:40 p.m.-6:55 p.m.
• Instructor: Silka Sietsma
  Info
• 3 points

KAFKA (ENG)

• Department: Germanic Languages
• W 10:10 a.m.-noon
• Instructor: Mark M Anderson
  CULPA: 2 Info
• 3 points

Machine Learning for Biomolecular and Ce

Machine learning bio cell

Introduction to machine learning techniques with applications to biological systems, emphasizing cell-biological molecular mechanisms and applications, and computational simulation. Overview of biology. Introduction to biological neurons and neural networks, learning and memory. Parallels between biological and artificial neural networks. Deep neural networks are introduced, hands-on computational experience for students. Big data from experiments or computational simulations: machine learning to extract mechanisms, dimensional reduction. Deep learning applications include drug discovery, protein structure prediction, molecular coarse-graining for simulations, and acceleration of molecular dynamics simulations.

• Department: Chemical Engineering
• T 5:40 p.m.-8:25 p.m.
• None None-None
• Instructor: Ben O'Shaughnessy
  CULPA: 3 Info
• 3 points

SECURITY I

Introduction to security. Threat models. Operating system security features. Vulnerabilities and tools. Firewalls, virtual private networks, viruses. Mobile and app security. Usable security. Note: May not earn credit for both W4181 and W4180 or W4187.

• Department: Computer Science
• MW 4:10 p.m.-6 p.m.
• Instructor: Zhuo Zhang
  Info
• 3 points

MALWARE ANALYSIS&REVERSE ENGINEERING

Hands-on analysis of malware. How hackers package and hide malware and viruses to evade analysis. Disassemblers, debuggers, and other tools for reverse engineering. Deep study of Windows Internals and x86 assembly.

• Department: Computer Science
• R 4:10 p.m.-6:40 p.m.
• None None-None
• Instructor: Michael S Sikorski
  CULPA: 2 Info
• 3 points

ECONOMICS OF SUSTAINABILITY MANAGEMENT

ECONOMICS OF SUSTAINABILITY MG

This course builds on core economics courses and addresses issues of environmental, resource and sustainable economics. It focuses on the interaction between markets and the environment; policy issues related to optimal extraction and pricing; property rights in industrial and developing countries and how they affect international trade in goods such as timber, wood pulp, and oil. An important goal of the class is to have students work in groups to apply economic concepts to current public policy issues having to do with urban environmental and earth systems. The use of the worlds water bodies and the atmosphere as economic inputs to production are also examined. The economics of renewable resources is described and sustainable economic development models are discussed and analyzed. Some time will also be devoted to international trade and regulation, and industrial organization issues. Students not only learn economic concepts, but they will also learn how to explain them to decision-makers. The instructor will tailor this course to the skill level of the students in order to most effectively suit the needs of the class.

• Department: Sustainability Management
• F 4:10 p.m.-6 p.m.
• Instructor: Amin Mohseni-Cheraghlou
  Info
• 3 points

MSIEOR Quantitative Bootcamp

Zero-credit course. Primer on quantitative and mathematical concepts. Required for all incoming MSOR and MSIE students.

• Department: Industrial Engineering and Operations Research
• Instructor: Michael Miller
  CULPA: 18 h-index: 14 Info
• 0 points

PARTIAL DIFFERENTIAL EQUATIONS

Techniques of solution of partial differential equations. Separation of the variables. Orthogonality and characteristic functions, nonhomogeneous boundary value problems. Solutions in orthogonal curvilinear coordinate systems. Applications of Fourier integrals, Fourier and Laplace transforms. Problems from the fields of vibrations, heat conduction, electricity, fluid dynamics, and wave propagation are considered.

• Department: Applied Physics and Applied Mathematics
• MW 10:10 a.m.-11:25 a.m.
• None None-None
• Instructor: Qiang Du
  Wikipedia h-index: 67 Info
• 3 points

PHYSICS OF FLUIDS

An introduction to the physical behavior of fluids for science and engineering students. Derivation of basic equations of fluid dynamics: conservation of mass, momentum, and energy. Dimensional analysis. Vorticity. Laminar boundary layers. Potential flow. Effects of compressibility, stratification, and rotation. Waves on a free surface; shallow water equations. Turbulence.

• Department: Applied Physics and Applied Mathematics
• R 4:10 p.m.-6:40 p.m.
• Instructor: Lorenzo M Polvani
  CULPA: 6 h-index: 69 Info
• 3 points

A Comprehensive Introduction to Sigmund

FREUD: Theories and Origi

This course offers a comprehensive understanding of the origins, foundations and evolution of Freud’s psychoanalytic theorizing during the four decades following 1895. Via close readings of his texts, with neither worship nor condescension, we will situate the development of psychoanalysis as a theory of mind within historical context, and explore its applications to education, society, culture, and the humanities.

• Department: Comparative Literature and Society, Institute for
• W 12:10 p.m.-2 p.m.
• Instructor: Adele Tutter
  Info
• 4 points

Introduction to Sustainable Production o

Intro Sust Mineral Produc

Introductory course focused on engineering principles and unit operations involved in sustainable processing of primary and secondary earth mineral and metal resources. Covers entire value chain, viz, aspects of economic resource deposits, mining, fundamental principles and processes for size reduction, separations based on physical and chemical properties of minerals and metals, solid-liquid separation, waste and pollution management, water and energy efficiency and management, safety and health, environmental impact assessment and control, and economic efficiency. Special emphasis on concepts and practical applications within "mines of the future" framework to highlight innovations and transformational technological changes in progress.

• Department: Earth and Environmental Engineering
• MW 2:40 p.m.-3:55 p.m.
• Instructor: Pengbo Chu
  Info
• 3 points

HUMAN-CENTERED DESIGN AND INNOVATION

HUMAN-CENTERED DESIGN & I

Open to SEAS graduate and advanced undergraduate students, Business School, and GSAPP. Students from other schools may apply. Fast-paced introduction to human-centered design. Students learn the vocabulary of design methods, understanding of design process. Small group projects to create prototypes. Design of simple product, more complex systems of products and services, and design of business.

• Department: Industrial Engineering and Operations Research
• T 4:10 p.m.-6:40 p.m.
• Instructor: Harry West
  CULPA: 1 h-index: 1 Info
• 3 points

THEORY CRYSTALLIN MAT: PHONONS

Phenomenological theoretical understanding of vibrational behavior of crystalline materials; introducing all key concepts at classical level before quantizing the Hamiltonian. Basic notions of Group Theory introduced and exploited: irreducible representations, Great Orthogonality Theorem, character tables, degeneration, product groups, selection rules, etc. Both translational and point symmetry employed to block diagonalize the Hamiltonian and compute observables related to vibrations/phonons. Topics include band structures, density of states, band gap formation, nonlinear (anharmonic) phenomena, elasticity, thermal conductivity, heat capacity, optical properties, ferroelectricty. Illustrated using both minimal model Hamiltonians in addition to accurate Hamiltonians for real materials (e.g., Graphene)

• Department: Applied Physics and Applied Mathematics
• TR 1:10 p.m.-2:25 p.m.
• None None-None
• Instructor: Chris A Marianetti
  Info
• 3 points

Data-driven Decision Modeling

Introduction to modeling, estimating, and solving decision-making problems in the context of artificial intelligence and analytics. Potential topics include choice models, quantity models, online learning using multi-armed bandits, dynamic decision modeling, dynamic games, and Bayesian learning theory. Practice both theory and applications using Python programming.

• Department: Industrial Engineering and Operations Research
• TR 4:10 p.m.-5:25 p.m.
• Instructor: Lily Xu
  Info
• 3 points

Environment, Health, and Justice: Concep

ENVIRONMENT HEALTH JUSTIC

Please note: this class was designed as part of the Special Concentration in Public Health. It is open to undergraduates, as well as students in Public Health, and will be taught on the Morningside campus. This course introduces key concepts on environmental health sciences and environmental justice and their application to address environmental health disparities affecting communities in New York City, across the United States and globally. The course will present theory and methods needed to characterize, understand and intervene on environmental health problems with a focus on methods that are particularly appropriate for environmental justice research and interventions. We will describe environmental health disciplines such as exposure sciences, environmental epidemiology, environmental biosciences and toxicology, as well as methods to assess expected environmental health impacts

• Department: Columbia College
• MW 10:10 a.m.-11:25 a.m.
• 3 points

Human-Centered Design and Innovation for

Human-Cntr Design & Innov

Introduces human-centered design process. Includes learning from and evaluating with customers, creating new ideas collaboratively as part of a team, simple ways to prototype both physical and digital experience, and presenting ideas with impact. Develop skills and experience by practicing process as they engage in various design challenges.

• Department: Industrial Engineering and Operations Research
• W 10:10 a.m.-11:25 a.m.
• Instructor: Harry West
  CULPA: 1 h-index: 1 Info
• 1.5 points

Policy for Privacy Technologies

Introduction to privacy technologies, their use in practice, and privacy regulations. Potential topics include anonymization, differential privacy, cryptography, secure multi-party computation, and legislation. Course material will be abased in real-world use cases of these tools.

• Department: Industrial Engineering and Operations Research
• MW 4:10 p.m.-5:25 p.m.
• Instructor: Rachel Cummings
  h-index: 16 Info
• 3 points

SECOND YEAR JAPANESE

• Department: Global Programs
• 8 points

PROBABILITY THEORY

Prerequisites: At least one semester, and preferably two, of calculus. An introductory course (STAT UN1201, preferably) is strongly recommended. A calculus-based introduction to probability theory. A quick review of multivariate calculus is provided. Topics covered include random variables, conditional probability, expectation, independence, Bayes’ rule, important distributions, joint distributions, moment generating functions, central limit theorem, laws of large numbers and Markov’s inequality.

• Department: Statistics
• TR 4:10 p.m.-5:25 p.m.
• Instructor: Arian Maleki
  h-index: 31 Info
• 3 points