This course will present advanced topics in Artificial Intelligence (AI), including inquiries into logic, artificial neural network and machine learning, and the Turing machine. Upon successful completion of this course, students will be able to: define the term 'intelligent agent,' list major problems in AI, and identify the major approaches to AI; translate problems into graphs and encode the procedures that search the solutions with the graph data structures; explain the differences between various types of logic and basic statistical tools used in AI; list the different types of learning algorithms and explain why they are different; list the most common methods of statistical learning and classification and explain the basic differences between them; describe the components of Turing machine; name the most important propositions in the philosophy of AI; list the major issues pertaining to the creation of machine consciousness; design a reasonable software agent with java code. (Computer Science 408)

This course will acquaint the student with some of the ancient Greek contributions to the Western philosophical and scientific tradition. We will examine a broad range of central philosophical themes concerning: nature, law, justice, knowledge, virtue, happiness, and death. There will be a strong emphasis on analyses of arguments found in the texts.

The Art of the Probable" addresses the history of scientific ideas, in particular the emergence and development of mathematical probability. But it is neither meant to be a history of the exact sciences per se nor an annex to, say, the Course 6 curriculum in probability and statistics. Rather, our objective is to focus on the formal, thematic, and rhetorical features that imaginative literature shares with texts in the history of probability. These shared issues include (but are not limited to): the attempt to quantify or otherwise explain the presence of chance, risk, and contingency in everyday life; the deduction of causes for phenomena that are knowable only in their effects; and, above all, the question of what it means to think and act rationally in an uncertain world. Our course therefore aims to broaden students’ appreciation for and understanding of how literature interacts with--both reflecting upon and contributing to--the scientific understanding of the world. We are just as centrally committed to encouraging students to regard imaginative literature as a unique contribution to knowledge in its own right, and to see literary works of art as objects that demand and richly repay close critical analysis. It is our hope that the course will serve students well if they elect to pursue further work in Literature or other discipline in SHASS, and also enrich or complement their understanding of probability and statistics in other scientific and engineering subjects they elect to take.

Baruch Logic is a complete course resource for Philosophy 1600: Logic and Moral Reasoning, an introductory logic course at Baruch College, City University of New York. The site includes a course text with accompanying videos, problem sets, and homework assignments. The instructional materials can be freely accessed but at this time the problem sets and homework can be viewed but not interacted with by anyone not registered in the course.

This course hub website contains OER/ZTC (Open Educational Resources/Zero Textbook Cost) resources for faculty teaching Critical Thinking (CRT 100) at the Borough of Manhattan Community College (BMCC). These resources are freely available for use by BMCC faculty and beyond.

This course is an introduction to economics for non-majors and political economy, with an emphasis on the moral and ethical problems that markets solve, and fail to solve. Taught by Professor Michael Munger of Duke University, this course includes full length lectures, links to readings, and a sample final exam.

Concentrates on specific periods of Classical Greek and Roman Literature in translation with attention to cultural, political, and social influences. Topics vary from year to year chosen from among fifth-century Athens, the Golden Age of Latin Literature, the Silver Age, and Late Antiquity. Roman Literature of the Golden Age of Augustus Caesar, produced during the transition from Republican to Imperial forms of government, was to have a profound and defining influence on Western European and American societies. These writings ultimately established lasting models of aesthetic refinement, philosophical aspiration, and political ambition that continue to shape modern cultures. This class will be exploring the Golden Age of Latin Literature from an historical perspective in order to provide an intensive examination of the cultural contexts in which these monumental works of classical art were first produced. Readings will emphasize the transition from a Republican form of government to an Empire under the rule of Augustus Caesar and the diversity of responses among individual authors to the profound structural changes that Roman society was undergoing at this time. Particular attention will be devoted to the reorganization of society and the self through textuality, the changing dimensions of the public and the private, the roles of class and gender, and the relationship between art and pleasure. Writings covering a wide variety of literary genres will include the works of Caesar, Cicero, Catullus, Livy, Virgil, Horace, and Ovid, with additional readings from Cassius Dio for background.

Critical review of works, theories, and polemics in architecture in the aftermath of WWII. Aim is a historical understanding of the period and the development of a meaningful framework to assess contemporary issues in architecture. Special attention paid to historiographic questions of how architects construe the terms of their "present." Required of M.Arch. students.

Materials for the zero-textbook-cost course PHIL 110 - Critical Thinking, offered by the School of Professional Studies, City University of New York, designed by Michael FitzGerald, Robert Robinson, and Judit Torok. (CUNY Pathways Flexible Common Core - Individual and Society)The materials includethe syllabus,a course reader compiled by Robert Robinson,video lectures created by Michael FitzGerald, andinstructions for a scaffolded final project.All materials are CC BY-NC-SA, except the course reader which is CC BY-ND. Note that some of the original OER materials from which the reader is compiled may be licensed differently (see the reader acknowledgements page for details).

It is our hope that the successful student who completes a class using all or some of this text will have improved skills with application inside the discipline of philosophy, but also with application to work in other disciplines within academia. Our ultimate goal, however, is to help people develop techniques which support curiosity, open-mindedness, and an ability to collaborate successfully with others, across differences of experiences and background. Our dream is to help people “put their heads together.”

Christian Kock’s essays show the essential interconnectedness of practical reasoning, rhetoric and deliberative democracy. They constitute a unique contribution to argumentation theory that draws on – and criticizes – the work of philosophers, rhetoricians, political scientists and other argumentation theorists. It puts rhetoric in the service of modern democracies by drawing attention to the obligations of politicians to articulate arguments and objections that citizens can weigh against each other in their deliberations about possible courses of action.

A brief history of conflicting ideas about mankind's relation to the natural environment as exemplified in works of poetry, fiction, and discursive argument from ancient times to the present. What is the overall character of the natural world? Is mankind's relation to it one of stewardship and care, or of hostility and exploitation? Readings include Aristotle, The Book of Genesis, Shakespeare, Descartes, Robinson Crusoe, Swift, Rousseau, Wordsworth, Darwin, Thoreau, Faulkner, and Lovelock's Gaia. This subject offers a broad survey of texts (both literary and philosophical) drawn from the Western tradition and selected to trace the growth of ideas about nature and the natural environment of mankind. The term nature in this context has to do with the varying ways in which the physical world has been conceived as the habitation of mankind, a source of imperatives for the collective organization and conduct of human life. In this sense, nature is less the object of complex scientific investigation than the object of individual experience and direct observation. Using the term "nature" in this sense, we can say that modern reference to "the environment" owes much to three ideas about the relation of mankind to nature. In the first of these, which harks back to ancient medical theories and notions about weather, geographical nature was seen as a neutral agency affecting or transforming agent of mankind's character and institutions. In the second, which derives from religious and classical sources in the Western tradition, the earth was designed as a fit environment for mankind or, at the least, as adequately suited for its abode, and civic or political life was taken to be consonant with the natural world. In the third, which also makes its appearance in the ancient world but becomes important only much later, nature and mankind are regarded as antagonists, and one must conquer the other or be subjugated by it.

Opportunity for individual or group study of advanced topics in Engineering Systems Division not otherwise included in the curriculum at MIT.: This course introduces the theory and the practice of engineering ethics using a multi-disciplinary and cross-cultural approach. Theory includes ethics and philosophy of engineering. Historical cases are taken primarily from the scholarly literatures on engineering ethics, and hypothetical cases are written by students. Each student will write a story by selecting an ancestor or mythic hero as a substitute for a character in a historical case. Students will compare these cases and recommend action.

This class analyzes the theoretical and historical reasons why governments in latecomer countries have intervened with a wide array of policies to foster industrial development at various turning points: the initiation of industrial activity; the diversification of the industrial base; the restructuring of major industrial institutions; and the entry into high-technology sectors.

This course will provide the student with an overview of the role that ethical, cultural, religious, and moral principles play in public policy. The course will introduce the student to common themes found in the foundational theories of ethics and morality in politics such as justice, equality, fairness, individual liberty, free enterprise, charity, fundamental human rights, and minimizing harm to others. These themes are integrated into various decision-making models that you will learn about. Students will examine five types of decision frameworks used to make and implement public policy, as well as rationales used to justify inequitable impact and outcomes of policies. Upon successful completion of this course, students will be able to: explain how personal morality and ethics impact the policymaking process; discuss various ethical frameworks used to resolve policy dilemmas; identify statutes, ethical codes, and legal opinions that define the normative parameters of key domestic and international policy issues; assess the impact that public interest groups have on policymaking and execution of policies. (Political Science 401)

This subject surveys main currents of European cultural and intellectual history in the modern period. Such a foundation course is central to the humanities in Europe. The curriculum introduces a set of ideas and arguments that have played a formative role in European cultural history, and acquaints them with some exemplars of critical thought. Among the topics to be considered: the critique of religion, the promise of independence, the advance of capitalism, the temptations of Marxism, the origins of totalitarianism, and the dialects of enlightenment. In addition to texts, we will also discuss pieces of art, incl. paintings and film.

Seminar on the creativity in art, science, and technology. Discussion of how these pursuits are jointly dependent on affective as well as cognitive elements in human nature. Feeling and imagination studied in relation to principles of idealization, consummation, and the aesthetic values that give meaning to science and technology as well as literature and the other arts. Readings in philosophy, psychology, and literature.

This course examines problems in the philosophy of film as well as literature studied in relation to their making of myths. The readings and films that are discussed in this course draw upon classic myths of the western world. Emphasis is placed on meaning and technique as the basis of creative value in both media.

" As we read broadly from throughout the vast chronological period that is "Homer to Dante," we will pepper our readings of individual ancient and medieval texts with broader questions like: what images, themes, and philosophical questions recur through the period; are there distinctly "classical" or "medieval" ways of depicting or addressing them; and what do terms like "Antiquity" or "the Middle Ages" even mean? (What are the Middle Ages in the "middle" of, for example?) Our texts will include adventure tales of travel and self-discovery (Homer's Odyssey and Dante's Inferno); courtroom dramas of vengeance and reconciliation (Aeschylus's Oresteia and the Icelandic NjĚÁls saga); short poems of love and transformation (Ovid's Metamorphoses and the Lais of Marie de France); and epics of war, nation-construction, and empire (Homer's Iliad, Virgil's Aeneid, and the Anglo-Saxon Beowulf)."

This subject offers a broad survey of texts (both literary and philosophical) drawn from the Western tradition and selected to trace the growth of ideas about the nature of mankind's ethical and political life in the West since the renaissance It will deal with the change in perspective imposed by scientific ideas, the general loss of a supernatural or religious perspective upon human events, and the effects for good or ill of the increasing authority of an intelligence uninformed by religion as a guide to life. The readings are roughly complementary to the readings in 21L001, and classroom discussion will stress appreciation and analysis of texts that came to represent the cultural heritage of the modern world.