Prerequisites: CHEM BC3328 and permission of instructor. Individual research projects at Barnard or Columbia, culminating in a comprehensive written report.
Prerequisites: CHEM BC3328 and permission of instructor. Individual research projects at Barnard or Columbia, culminating in a comprehensive written report.
Prerequisites: CHEM BC3328 and permission of instructor. Individual research projects at Barnard or Columbia, culminating in a comprehensive written report.
Prerequisites: CHEM BC3328 and permission of instructor. Individual research projects at Barnard or Columbia, culminating in a comprehensive written report.
From the finishing school to the convent to the women’s college, spaces of female education have long fascinated writers. More than just academic spaces, these are also unique worlds of friendship and exclusion, desire and alienation, community and social fracture, conformity and transgression. In this course, we will explore how women’s education has been imagined in novels, poetry, and film from the early modern period to the present. Beginning with competing visions of women’s education in early feminist and anti-feminist thought, we’ll go on to explore how imaginative writers from the nineteenth century to the present have envisioned the girls’ school as both a literary and a social space. What kinds of cultural fantasies attach to these spaces, and what narratives and social relationships do they enable? How are differences of class, race, sexuality, and religion negotiated within them? Do girls’ schools offer a world apart from society, or do they recreate and intensify outside social dynamics within their walls? Our exploration will take us across genres and media, including the Bildungsroman, the detective novel, the narrative poem, and the horror film. Readings will include works by Charlotte Brontë, Fleur Jaeggy, Jamaica Kincaid, Mary McCarthy, Dorothy Sayers, Muriel Spark, Alfred Tennyson, Mary Wollstonecraft, and others.
Introduction to continuous systems with the treatment of classical and state-space formulations. Mathematical concepts, complex variables, integral transforms and their inverses, differential equations, and relevant linear algebra. Classical feedback control, time/frequency domain design, stability analysis, Laplace transform formulation and solutions, block diagram simplification and manipulation, signal flow graphs, modeling physical systems and linearization. state-space formulation and modeling, in parallel with classical single-input single-output formulation, connections between the two formulations. Transient and steady state analysis, methods of stability analysis, such as root locus methods, Nyquist stability criterion, Routh Hurwitz criterion, pole/zero placement, Bode plot analysis, Nichols chart analysis, phase lead and lag compensators, controllability, observability, realization of canonical forms, state estimation in multivariable systems, time-variant systems. Introduction to advanced stability analysis such as Lyapunov stability and simple optimal control formulation. May not take for credit if already received credit for EEME E4600.
Corequisites: PHIL V3611 Required Discussion Section (0 points). Systematic treatment of some major topics in metaphysics (e.g. modality, causation, identity through time, particulars and universals). Readings from contemporary authors.
Issues and problems in the understanding of religion in China from late imperial times to the present.
This course can be worth 1 to 4 credits (each credit is equivalent to approximately three hours of work per week), and requires a Barnard faculty as a mentor. The course will be taken for a letter grade, regardless of whether the student chooses 1, 2, 3, or 4 credits. The expectations for each of these options are as follows: 1 credit, 3h/week commitment, 5-10 page "Research Report" at the end of the term; 2 credits, 6h/week commitment, 5-10 page "Research Report" at the end of the term; 3 credits, 9h/week commitment, 15-20 page "Research Report" at the end of the term; 4 credits, 12h/week commitment, 15-20 page "Research Report" at the end of the term. "Research Report" is a document submitted to the person grading the student, the instructor of record for the section in which the student has enrolled. If a student is working off-site, then input from the off-site research mentor will inform the grading. The "Research Report" can take a variety of forms: progress reports on data collected, training received, papers read, skills learned, etc.; or organized notes for lab notebooks, lab meetings, etc.; or manuscript-like papers with Intro, Methods, Results, Discussion; or some combination thereof, depending on the maturity of the project. Ultimately, this will take different forms for different students/labs.
The course can be taken for 1-3 credits. Students are graded and take part in the full production of a dance as performers, choreographers, designers, or stage technicians.
The course can be taken for 1-3 credits. Students are graded and take part in the full production of a dance as performers, choreographers, designers, or stage technicians.
This first course in optimization focuses on theory and applications of linear optimization, network optimization, and dynamic programming.
For those whose knowledge is equivalent to a student who’s completed the Second Year course. The course develops students’ reading comprehension skills through reading selected modern Tibetan literature. Tibetan is used as the medium of instruction and interaction to develop oral fluency and proficiency.
Prerequisites: PSYC UN1010, PSYC UN2280, PSYC UN2620, or PSYC UN2680, and the instructors permission. Considers contemporary risk factors in childrens lives. The immediate and enduring biological and behavioral impact of risk factors.
Discussions of the student's Independent Research project during the fall and spring terms that culminate in a written and oral senior thesis. Each project must be supervised by a scientist working at Barnard or at another local institution.
Prerequisites: (PSYC UN1001) Instructor permission required. A seminar for advanced undergraduate students exploring different areas of clinical psychology. This course will provide you with a broad overview of the endeavors of clinical psychology, as well as discussion of its current social context, goals, and limitations.
Presently, suicidal thoughts and behaviors (STBs) are on the rise, particularly among racially and
ethnically minoritized youth. The seminar is designed to enhance understanding of: (a)
prevalence, (b) etiology, (c) risk factors (d) mechanisms (e.g., phenotypes and biological
markers), (e) prevention and treatment approaches, and (f) ethical considerations
This course is concerned with what policy the American government should adopt toward several foreign policy issues in the next decade or so, using materials from contradictory viewpoints. Students will be required to state fairly alternative positions and to use policy analysis (goals, alternatives, consequences, and choice) to reach conclusions.
Corequisites: POLS UN3631 This is the required discussion section for POLS UN3631.
Corequisites: POLS UN3631 This is the required discussion section for POLS UN3631.
Corequisites: POLS UN3631 This is the required discussion section for POLS UN3631.
Corequisites: POLS UN3631 This is the required discussion section for POLS UN3631.
Corequisites: POLS UN3631 This is the required discussion section for POLS UN3631.
Corequisites: POLS UN3631 This is the required discussion section for POLS UN3631.
This is an undergraduate seminar in social inequality and mobility. Social inequality is broadly defined as the unequal distribution of scarce resources and of the processes by which these resources are allocated to individuals, groups, and populations. The study of inequality en-compasses income and wealth inequality, socioeconomic hierarchies and privileges, poverty and unemployment, social mobility over the life course and across generations, inequality in the educational system, race-ethnic and gender inequality, globalization and the future of work, beliefs, attitudes, and perceptions of inequality and opportunity, neighborhood segregation, and the consequences of inequality and policy interventions. Over this semester, we will investigate such questions as: How likely are individuals to end up in the same social stratum as their par-ents? Will globalization and automation exacerbate or reduce inequality in workplace? Is there growing inequality in the U.S. and around the globe and, if so, why? In this class, we cover the concepts, theories, facts, and methods of analysis used by sociologists to understand social inequality and mobility. This course takes most of its examples from the contemporary U.S., but we will place U.S. in historical and comparative perspectives as well.
From its origins, and to the present, marriage has been transactional, arranged, and rarely concerned with the desires or interests of the wife. In the eighteenth-century, and especially through the genre of the novel, women began to insist on right to choose their spouse, and the possibility of marrying for love. Perversely, it is at this point that the descriptions of some of the most disastrous and repressive marriages enter literature, and in the twentieth century film. If “the course of true love never did run smooth” this seminar follows its path, investigating the shifts and transformations of marriage. While the focus of the seminar will be on women, we will also consider men, same-sex marriage, questions of marriage and race in the United States, and marriage in China.
A seminar on the historical, political, and cultural developments in the Jewish communities of early-modern Western Europe (1492-1789) with particular emphasis on the transition from medieval to modern patterns. We will study the resettlement of Jews in Western Europe, Jews in the Reformation-era German lands, Italian Jews during the late Renaissance, the rise of Kabbalah, and the beginnings of the quest for civil Emancipation. Field(s): JWS/EME
Who governs the world economy? Why do countries succeed or fail to cooperate in setting their economic policies? When and how do international institutions help countries cooperate? When and why do countries adopt good and bad economic policies? This course examines how domestic and international politics determine how the global economy is governed. We will study the politics of trade, international investment, monetary, immigration, and environmental policies to answer these questions. The course will approach each topic by examining alternative theoretical approaches and evaluate these theories using historical and contemporary evidence. There will be an emphasis on applying concepts through the analysis of policy-relevant case studies designed specifically for this course.
This is the required discussion section for POLS UN3648
This is the required discussion section for POLS UN3648
This is the required discussion section for POLS UN3648
This is the required discussion section for POLS UN3648
This is the required discussion section for POLS UN3648
This course will focus on one topic at the intersection of cognitive science and philosophy. Potential topics include free will, consciousness, modularity, mental representation, probabilistic inference, the language of thought, and the computational theory of mind.
Introductory course to probability theory and does not assume any prior knowledge of subject. Teaches foundations required to use probability in applications, but course itself is theoretical in nature. Basic definitions and axioms of probability and notions of independence and conditional probability introduced. Focus on random variables, both continuous and discrete, and covers topics of expectation, variance, conditional distributions, conditional expectation and variance, and moment generating functions. Also Central Limit Theorem for sums of random variables. Consists of lectures, recitations, weekly homework, and in-class exams.
Examines representations of the mafia in American and Italian film and literature. Special attention to questions of ethnic identity and immigration. Comparison of the different histories and myths of the mafia in the U.S. and Italy. Readings includes novels, historical studies, and film criticism. Limit 25
Semester:
What are the consequences of entrenched inequalities in the context of care? How might we (re)imagine associated practices as political projects? Wherein lie the origins of utopic and dystopic visions of daily survival? How might we track associated promises and failures as they travel across social hierarchies, nationalities, and geographies of care? And what do we mean when we speak of “care”? These questions define the scaffolding for this course. Our primary goals throughout this semester are threefold. First, we begin by interrogating the meaning of “care” and its potential relevance as a political project in medical and other domains. Second, we will track care’s associated meanings and consequences across a range of contents, including urban and rural America, an Amazonia borderland, South Africa, France, and Mexico. Third, we will address temporal dimensions of care, as envisioned and experienced in the here-and-now, historically, and in a futuristic world of science fiction. Finally, and most importantly, we will remain alert to the relevance of domains of difference relevant to care, most notably race, gender, class, and species.
Upper level seminar; 4 points
Summer:
What do we mean when we speak of “care”? How might we (re)imagine practices of care as political and moral projects? What promises, paradoxes, or failures surface amid entrenched inequalities? And what hopes, desires, and fears inform associated utopic and dystopic visions of daily survival? These questions will serve as a scaffolding of sorts for this course, and our primary goals are fourfold.
First,
we will begin by interrogating the meaning of “care” and its potential relevance as a political project in medical and other domains.
Second,
we will track care’s associated meanings and consequences across a range of contents, communities, and geographies of care.
Third
, we will remain alert to the temporal dimensions of care, as envisioned and experienced historically, in the here-and-now, and in the futuristic world of science fiction.
Finally,
we will consider the moral underpinnings of intra-human alongside interspecies care.
Enrollment limited to 10; 4 points
Human beings create second, social, skins for themselves. Everyone designs interfaces between their bodies and the world around them. From pre-historic ornaments to global industry, clothing has always been a crucial feature of people’s survival, desires, and identity. This course studies clothing from the perspectives of anthropology, architecture, art, craft, economics, labor, law, psychology, semiotics, sociology, and sustainability. Issues include gender roles, local traditions, world-wide trade patterns, dress codes, the history of European fashion, dissident or disruptive styles, and the environmental consequences of what we wear today.
This course examines major innovations in organizations and asks whether innovation itself can be organized. We study a range of forms of organizing (e.g. bureaucratic, post-bureaucratic, and open architecture network forms) in a broad variety of settings: from fast food franchises to the military-entertainment complex, from airline cockpits to Wall Street trading rooms, from engineering firms to mega-churches, from scientific management at the turn of the twentieth century to collaborative filtering and open source programming at the beginning of the twenty-first. Special attention will be paid to the relationship between organizational forms and new digital technologies.
Prerequisites: 20th Century Art recommended. The artistic phenomenon that came to be called Modernism is generally considered one of the most pivotal in the history of late nineteenth and twentieth century art. This course studies the emergence and development of Modernism in all of its complexity. Particular attention will be paid to the ways in which Modern artists responded to the dramatically changing notions of space, time and dimension in the late nineteenth and early twentieth century. What impact did these dramatic changes have on existing concepts of representation? What challenges did they pose for artists? To what extent did Modernism contribute to an understanding of the full consequences of these new ideas of time and space? These concerns will lead us to examine some of the major critical and historical accounts of modernism in the arts as they were developed in the late nineteenth and early twentieth century. The course will focus specifically on the interrelationships between modernism and the expanding mass cultural formations of the industrial societies in Europe to address a wide range of historical and methodological questions. These include the emergence of modernism in the arts, the collapse of previous modes of representation, the development of new technologies of cultural production, the elaboration of the utopian projects of the avant-gardes, the unfolding of abstract art, the materialization of the readymade, as well as the transformation of concepts of artistic autonomy and cultural institutions. We will first investigate key modernist concepts developed in the late nineteenth century, as well as the crucial work of some of the artists of that moment. This will lead to an examination of the unfolding and consolidation of Cubism in the first decade of the twentieth century, followed by the development of Synthetic Cubism early in the 1910s. The third part of the course will study the impact of Cubism on artistic production in the following decade, focusing primarily on the Italian artists of Futurism, the German avant-garde in the context of Weimar culture, Dadaism, and the Russian and Soviet avant-gardes in the 1910s and 1920’s
Race has served as an enduring organizing principle of American politics. This course will
survey how race shapes politics and how politics shapes race in the United States. In the first of
the semester, we focus on the political processes and institutions that “make” race and
interrogate what we mean exactly when we say race is socially constructed. In the second half of
the semester, we turn to looking at how racialized groups engage in politics on multiple fronts,
paying particular attention to electoral politics and social movements. Throughout the course,
we grapple with both the challenges to and possibilities of diversity and racial justice in the
contemporary America. Topics include but are not limited to political representation, voting,
intersectionality, citizenship, immigration, community activisms, and solidarity.
Welcome to "Global Authoritarianism." Over the past two decades, scholars and policymakers have grown increasingly alarmed about the state of democracy worldwide. Freedom House, V-Dem, and other monitoring organizations have documented what many call a "democratic recession" in which authoritarian governance is expanding globally while the number of democracies shrinks and democratic institutions within liberal democracies weaken. This purely domestic framing, however, misses how authoritarian states now cooperate with and learn from one another, project power across borders into democracies, exploit the openness of democratic societies, and actively reshape international institutions and norms to serve their interests. Authoritarianism has gone global.
In this course, we will analyze the mechanisms, tools, and strategies that authoritarian states use to extend their reach beyond their borders and push back against the liberal international order. We also confront an uncomfortable reality: many of the networks, institutions, and professional services that enable authoritarian power are actually embedded within democracies themselves, including law firms, lobbyists, financial centers, think tanks, global media outlets and sports leagues based in New York, London and other democratic locations.
Guided exploration of chemistry research using modern library resources. Topics include: organization and evaluation of information, information ethics, the history of citation, and use of databases. Culminates in the creation of an online research guide on a specific chemistry topic, using a variety of carefully considered and annotated sources.
Prerequisites: Instructor's permission. (Seminar). Theatre typically exceeds the claims of theory. What does this tell us about both theatre and theory? We will consider why theatre practitioners often provide the most influential theoretical perspectives, how the drama inquires into (among other things) the possibilities of theatre, and the various ways in which the social, spiritual, performative, political, and aesthetic elements of drama and theatre interact. Two papers, weekly responses, and a class presentation are required. Readings include Aristotle, Artaud, Bharata, Boal, Brecht, Brook, Castelvetro, Craig, Genet, Grotowski, Ibsen, Littlewood, Marlowe, Parks, Schechner, Shakespeare, Sowerby, Weiss, and Zeami. Application Instructions: E-mail Professor Austin Quigley (aeq1@columbia.edu) with the subject heading Drama, Theatre, Theory seminar. In your message, include basic information: your name, school, major, year of study, and relevant courses taken, along with a brief statement about why you are interested in taking the course. Admitted students should register for the course; they will automatically be placed on a wait list, from which the instructor will in due course admit them as spaces become available.
Prerequisites: one course in philosophy. Corequisites: PHIL V3711 Required Discussion Section (0 points). This course is mainly an introduction to three influential approaches to normative ethics: utilitarianism, deontological views, and virtue ethics. We also consider the ethics of care, and selected topics in meta-ethics.
What is the relationship of the production of scientific knowledge to Black life in the Americas? What can thinking that arises out of the intellectual traditions of Black Studies contribute to our understandings of the many genres of science (social, physical, earth, life) and their relationship to justice? Building from these essential questions, this course offers a framework for considering the ways that canonical sciences have constrained, categorized, and delimited Black lives, exploring such themes as: technoscientific constructions of race difference, epigenetic theories about the heritability of trauma, histories of biomedical experimentation, the long durée of eugenicist thinking, and the relationship of racialized (and gendered) bodies to their environments. We will also explore scientific scripts emergent from “below,” like: folk healing, speculative fictions, and Black nationalist origin stories, that have and continue to be sources of imaginative and emancipatory promise. In addition to developing the capacity to read widely across genres of science and critical studies thereof, students will develop skills in the deconstruction and speculative refiguring of scientific discourse.
This class explores the relationships among memory, monuments, place, and political power in
the United States West. The course begins with an introduction to the theory of collective
memory and then delves into case studies in New Mexico, California, and Texas. We will
expand our perspective at the end of the course to compare what we have learned with the
recent debates over monuments to the Confederacy. We will consider both physical
manifestations of collective memory such as monuments and architecture as well as intangible
expressions like performance, oral history and folklore.
Initially, the emphasis is on understanding the challenges confronting leaders and developing skills to effectively deal with these obstacles. Beyond intelligence and technical know-how, what separates effective leaders from other team members is a set of social skills (e.g. impression management, self-awareness). This course identifies these critical leadership skills and provides ideas and tools for improving them. Then, the course considers how social intelligence skills fit the needs of managers at different stages of their careers. In early stages, managers need to achieve a good person-job fit, find mentors, and build an effective social network. At the mid-career stage, managers need to lead an effective unit with increasing complexity and responsibilities. Finally, the course examines challenges managers face at later career stages as they become partners, CFOs, CEOs, etc.
This course examines the basic methods data analysis and statistics that political scientists use in quantitative research that attempts to make causal inferences about how the political world works. The same methods apply to other kinds of problems about cause and effect relationships more generally. The course will provide students with extensive experience in analyzing data and in writing (and thus reading) research papers about testable theories and hypotheses. It will cover basic data analysis and statistical methods, from univariate and bivariate descriptive and inferential statistics through multivariate regression analysis. Computer applications will be emphasized. The course will focus largely on observational data used in cross-sectional statistical analysis, but it will consider issues of research design more broadly as well. It will assume that students have no mathematical background beyond high school algebra and no experience using computers for data analysis.
This course provides an introduction to the field of Natural Language Processing (NLP) at an undergraduate level. We will discuss properties of human language at different levels of representation (morphology, syntax, semantics, pragmatics), and will learn how to create systems that can analyze, understand, and generate natural language. We will study machine learning methods used in NLP such as various forms of Neural networks and will focus particularly on conceptual and technical advances of frontier Large Language Models based NLP technologies (think ChatGPT) that are revolutionizing classical computational linguistics and NLP fields. We will also discuss applications such as question answering, summarization, language generation and as well as data, benchmarks and evaluation frameworks. We will discuss ethical aspects of NLP research and applications. Homework assignments will consist of programming projects in Python as well as written interpretation and analysis of the results. Class will also have a midterm and a mini final project instead of a final exam. Prerequisite(s): COMS W3134 or W3136 or W3137 (or equivalent). Background in probability/statistics and linear algebra is also required and experience with Python programming is strongly encouraged. Some previous or concurrent exposure to AI and machine learning is beneficial, but not required.
Please note: Due to significant overlap in content, only one of COMS BC3705 or COMS W4705 may be taken for credit.
In this seminar, we will investigate ancient and indigenous art, materials, and aesthetics from areas of what is today Latin America. Taking advantage of New York’s unrivaled museum collections, we will research Pre-Columbian gold and silver work, as well as equally precious stone, shell, textile, and feather works created by artists of ancient Mexico, Central America, and Andean South America. We will also study latter-day histories of collecting, reception, display, appropriation, and activism that shape contemporary understandings of Pre-Columbian art.
What were the Crusades? This seemingly straightforward question is not so easily answered. In fact, there are few historical subjects that are at once so superficially recognizable and yet so inadequately understood. The Crusades have been called armed pilgrimages and penitential holy wars; but also framed as an apocalyptic movement; or a proto-colonial one. Against whom were the Crusades directed? Certainly, they often entailed assaults against Muslims in the Middle East. But they also touched off anti-Jewish pogroms in Europe and were declared and fought against pagans in Livonia; perceived heretics in the south of France; Mongols in Poland and Hungary; and Christian political enemies of the papacy in Italy and elsewhere. This course has three principal aims. The first is to interrogate the origin, evolution, and consequences of the crusading movement in western Europe. The second is to examine and understand the various impacts on, and experiences of, those who were the target of crusading—Muslims, pagans, heretics, political enemies, etc.—in both the Middle East and other regions. Finally, we will conclude by considering the long “afterlife” and complicated reception of the Crusades—both how their study has been institutionalized in scholarship and universities, as well as the various ways they have been remembered, romanticized, appropriated, popularized, and vilified in the West and the Islamic world from the Middle Ages until the present day.
This course examines how Africa’s climate has changed in the past and with what consequences for the people living on the continent. It looks at the scope, duration and intensity of past climate events and their impacts, while using these historical climate events to teach fundamental climate concepts. Central to the course is the human experience of these events and the diversity of their responses. The major question underpinning this course is, therefore, how have people responded to past climate events, whether short-term, decadal or longer in scope? This question is predicated on the complexity of human society and moves away from the binary of collapse vs. resilience that dominates much thinking about the impact of climate changes on past societies. This framing recognizes the significance of climate for food production and collection, as well as trade and cosmologies. It does not take climate to be the determining factor in history. Rather it foregrounds the myriad ways people acted in the face of, for example, multi-decadal below average rainfall or long periods of more reliable precipitation.
Prerequisites: Instructors permission (Seminar). Although Socrates takes a notoriously dim view of persuasion and the art that produces it, the Platonic dialogues featuring him both theorize and practice a range of rhetorical strategies that become the nuts and bolts of persuasive argumentation. This seminar will read a number of these dialogues, including Apology, Protagoras, Ion, Gorgias, Phaedrus, Menexenus and Republic, followed by Aristoles Rhetoric, the rhetorical manual of Platos student that provides our earliest full treatment of the art. Application instructions: E-mail Prof. Eden (khe1@columbia.edu) with your name, school, major, year of study, and relevant courses taken, along with a brief statement about why you are interested in taking the course. Admitted students should register for the course; they will automatically be placed on a wait list from which the instructor will in due course admit them as spaces become available.
This class aims to introduce students to the logic of social scientific inquiry and research design. Although it is a course in political science, our emphasis will be on the science part rather than the political part — we’ll be reading about interesting substantive topics, but only insofar as they can teach us something about ways we can do systematic research. This class will introduce students to a medley of different methods to conduct social scientific research.
This is the required discussion section for
POLS UN3720.
This is the required discussion section for
POLS UN3720.
This is the required discussion section for
POLS UN3720.
This is the required discussion section for
POLS UN3720.
This is the required discussion section for
POLS UN3720.
This is the required discussion section for
POLS UN3720.
Asylum/Asile
is an experiential learning class conducted in collaboration with Project Rousseau, a holistic non-profit organization that helps young people in communities with the greatest need.
Since migrant youth and families began arriving in New York by bus from the southern border, Project Rousseau has been on the frontlines serving them. A large proportion of these migrants are Francophone asylum seekers who need support with their application. This class will teach the theory and practice of asylum law, the specific sociohistorical, cultural, and political contexts that motivates Francophone asylum seekers, especially in the case of Mauritania and Guinea, and the ways in which translation is critical to this process. The class will culminate in students assisting Project Rousseau’s Francophone clients with their asylum applications.
The class is offered in the Fall. Interested students will be able to apply for internships with Project Rousseau in the Spring Semester.
This course explores techniques to harness the power of “big data” to answer questions related to political science and/or American politics. We will teach students how to use R—a popular open-source programming language—to obtain, clean, analyze, and visualize data. We will focus on applied problems using real data wherever possible, with a particular focus on R’s “Tidyverse.” In total, in this course we will cover concepts such as reading data in various formats (including “cracking” atypical government data sources and pdf documents); web scraping; data joins; data manipulation and cleaning (including string variables and regular expressions); data mining; making effective data visualizations; using data to make informed prediction, and basic text analysis. We will also cover programming basics including writing functions and loops in R. Finally, we will discuss how to use R Markdown to communicate our results effectively to outside audiences. No previous knowledge of R is required.
Six major concepts of political philosophy including authority, rights, equality, justice, liberty and democracy are examined in three different ways. First the conceptual issues are analyzed through contemporary essays on these topics by authors like Peters, Hart, Williams, Berlin, Rawls and Schumpeter. Second the classical sources on these topics are discussed through readings from Hobbes, Locke, Hume, Marx, Plato, Mill and Rousseau. Third some attention is paid to relevant contexts of application of these concepts in political society, including such political movements as anarchism, international human rights, conservative, liberal, and Marxist economic policies as well as competing models of democracy.
Hands-on experience addressing real-world biological questions through computational approaches. Biological data analysis for genomic, transcriptomic, and metagenomic data, using bioinformatics tools and pipelines for problems such as for sequence alignment, variant calling, and RNA-seq analysis. Topics include data processing, public database usage, genome assembly, metagenomic classification, and ethical considerations in genomics.