Courses

Basic statistical principles and algorithmic paradigms of supervised machine learning.

Prerequisites: 
Multivariable calculus (e.g. MATH1201 or MATH1205 or APMA2000), linear algebra (e.g. COMS3251 or MATH2010 or MATH2015), probability (e.g. STAT1201 or STAT4001 or IEOR3658 or MATH2015), discrete math (COMS3203), and general mathematical maturity. Programming and algorithm analysis (e.g. COMS 3134). COMS 3770 is recommended for students who wish to refresh their math background.

Selected topics in computer science. Content and prerequisites vary between sections and semesters. May be repeated for credit. Check “topics course” webpage on the department website for more information on each section.

Prerequisites: (COMS W3134 or COMS W3136COMS W3137) and (COMS W3203) Introduction to the design and analysis of efficient algorithms. Topics include models of computation, efficient sorting and searching, algorithms for algebraic problems, graph algorithms, dynamic programming, probabilistic methods, approximation algorithms, and NP-completeness.

Equivalent to ECON UN1105, the first course for the major in economics. How a market economy determines the relative prices of goods, factors of production, and the allocation of resources; the circumstances under which it does these things efficiently. Why such an economy has fluctuations and how they may be controlled.

Prerequisites: ECON UN1105 The course surveys issues of interest in the American economy, including economic measurement, well-being and income distribution, business cycles and recession, the labor and housing markets, saving and wealth, fiscal policy, banking and finance, and topics in central banking. We study historical issues, institutions, measurement, current performance and recent research.

The purpose of this course is to provide a basic introduction to accounting, including the
foundations of accounting concepts, the underlying mechanics, and the overall perspective required
to become intelligent users of accounting information. The course will focus on the main
financial statements, the nature of accrual measurement, and the information perspective. In addition,
we will explore some accounting methods in detail, such as revenue recognition, assets,
liabilities, and equity.
The overarching perspective is that accounting reports provide information that is useful for
a variety of purposes. In the course, I will also provide insights into how the financial markets
use accounting information to evaluate executives, predict future stock returns, assess firms’
riskiness, and allocate society’s resources to their most productive uses.

Prerequisites: STAT UN1201, ECON UN3211 Intermediate Microeconomics and ECON UN3213 Intermediate Macroeconomics. Equivalent to ECON UN3025. Institutional nature and economic function of financial markets. Emphasis on both domestic and international markets (debt, stock, foreign exchange, Eurobond, Eurocurrency, futures, options, and others). Principles of security pricing and portfolio management; the capital asset pricing model and the efficient markets hypothesis.

Prerequisites: MATH UN1101 and ECON UN1105 or the equivalent; one term of calculus. Corequisites: MATH UN1201. This course covers the determination of output, employment, inflation and interest rates. Topics include economic growth, business cycles, monetary and fiscal policy, consumption and savings and national income accounting.

Prerequisites: ECON UN3211 and ECON UN3213 or the equivalent. Introduction to the principles of money and banking. The intermediary institutions of the American economy and their historical developments, current issues in monetary and financial reform.

Prerequisites: ECON UN3211 and ECON UN3213 or the equivalent. Introduction to the principles of money and banking. The intermediary institutions of the American economy and their historical developments, current issues in monetary and financial reform.