School of Actuarial

SCHOOL OF ACTUARIAL

Bachelor (Licence) in Actuarial Science (BSc.)

Objective

Bachelor give you the tools that will make you a specialist in planning and protection against certain risks. On the one hand, you gain a broad and deep knowledge of mathematics, statistics, probability, information, analysis and treatment of risk. In addition, you become familiar with the economic, legal, financial and accounting profession.

In addition to acquiring the concepts and basic principles, you will develop general skills to practice, such as problem solving, creativity, sense of ethics, autonomy, efficiency and the ability to to communicate.

During the final year of study, you will be able to focus your training specifically to the risks of life, the risk of damage (fire, accident and miscellaneous risks), financial risks, risks or collective schemes retirement.

Abilities

Loving skills mathematics, statistics and computer science. Loving exert concrete and practical profession. Love analyze and compare data and infer probabilities. Enjoy working in a team. Having a logical mind and have excellent math skills. Be pragmatic and have a sense of initiative. Be precise, meticulous and methodical. Have a good critical and analytical sense. Communicate with ease.

Opportunity

Insurance companies and advisors firms remain the main employers. Furthermore, actuaries intervention in non-traditional areas is increasingly in demand, especially in the areas of investments, risk management and financial planning.

Professions

Actuary

Employers

Public administration

Insurance companies

Financial companies

Companies advisers

Conditions of Admission

All requirements must be met when undertaking the program.

The applicant must meet the following requirements:

Be 18 years or older.

Hold a high school diploma (Bac II) or its equivalent.

Having left school early.

Applicants presenting a combination of education and relevant experience deemed equivalent to that required of the holder applicant may be eligible as a result of the analysis of the file. The program is limited enrollment, the number of places is very limited.

Selection criteria

The application is analyzed on the basis of the quality of academic record.

Portable Computer

In undertaking its program, the student must acquire, from the first session, a portable computer equipped with a number of software, allowing the applicant to undertake the course of his research. Proficiency in basic computer functions and common software is essential. Introductory courses to specialized software are offered outside the program.

Knowledge of French

Students admitted to the School of actuarial must comply with the provisions relating to the application of the Policy on the use of French at the University GOC

Non-francophone candidates

Candidates whose language of instruction in primary and secondary education is not the French must demonstrate a minimum level of knowledge of the French language. His skills in written French will be assessed on arrival and, where applicable, a patch French courses could be added to its journey.

 

PROGRAM STRUCTURE

GRADE

Bachelor (Licence) in Actuarial Science (B. Sc.)

*This page presents the official version of the program. The University G.O.C. reserves the right to change the content without notice.

ACT – Actuarial

ACT1000 Introduction to Actuarial I

ACT2001 Introduction to Actuarial II

ACT2002 Numerical methods Actuarial

ACT2003 Actuarial Linear Models

ACT2590 Actuarial Internship I

ACT3001 Legislation and professional liability actuarial

ACT3102 Actuarial survival models

ACT3590 Actuarial Internship II

ACT3591 Actuarial Course III

ACT7000 Mathematical models Actuarial IARD

ACT7017 modeling and quantitative risk assessment actuarial

ACT7018 inference methods applied actuarial

EHE – studies off-campus

EHE1ACT Studies – International profile – Bachelor of Actuarial Science

FRN – French

FRN2900 Communication actuarial

TRACKING PROGRAM (90 credits)

ACTUARIAL

ACT-1000: Introduction to Actuarial Science I (3 credits)

 Description

Notions of risk: insurable, uninsurable. Risk types: life, non-life; short and long term. Life insurance contracts: general principles: traditional insurance, universal insurance; annuities; selection; examples. Non-life insurance: general principles; auto, home, responsibility; classification; examples. Health insurance contract: general principles; private insurance; selection; examples. Reinsurance concepts purpose; types of contracts; examples.

ACT-1001: Financial Mathematics (3 credits)

 Description

Various measures of interest. Value equation. Annuities certain, constant payment or not. Repayment of a loan: progressive damping, sinking funds, possibilities of prepayment and refinancing. Evaluation of bonds and shares. Various performance measures. Duration and convexity. Matching and immunization.

ACT-1002: Probabilistic analysis of actuarial risk (3 credits)

 Description

Elementary combinatorics. Risk Management Basics. Modeling unique risks by random variables, distribution and types of risk, study of normal random variables and their relevance in actuarial science. Elementary notions of premiums: moments of a random variable. Grouping of homogeneous risk and central limit theorem, moment generating function and probability. Multiple risk modeling random variables, joint distributions, convolution products and are random. Updating information: conditional expectation.

ACT-1003: Complements of mathematics (3 credits)

 Description

Reminders of functions of one variable (limits, sequences and series, derivatives and integrals). Introduction to multivariable calculus (limits and continuity, partial and directional derivative, multiple integral). Differential equations of first and second order and higher order. Laplace transform (definition, transforms basic functions, inverse transforms).

IFT-1902: Computers For Actuaries (3 credits)

 Description

Introduction to Microsoft Excel spreadsheet. Introduction to algorithmic concepts and programming. Algorithmic structures: assignment, sequence, choice, loop. Learning a programming language (Visual Basic for Applications) required to code algorithms. Syntax and semantics, simple and structured data types, control structures, procedures and functions, recursion, reading and writing data. Programming standards. Access to the databases.

ACT-1006: Financial Risk Management I (3 credits)

Description

Portfolio Theory. Structure and cost of capital. Debt policy. Modigliani-Miller theorems. Perspectives, functioning and efficiency of markets. Payment of dividends, business taxation. Characteristics and uses of financial instruments. Structure of interest rates. Actuarial Applications.

ACT-2000: Statistical analysis of actuarial risk (3 credits)

Description

Distribution of a random variable, random samples, order statistics, point estimates, confidence intervals and hypothesis testing.

ACT-2001: Introduction to Actuarial Science II (3 credits)

Description

Application of stochastic simulation. General risk management. Introduction to life insurance rates: mortality table, unique net premium, net level premium reserve. Introduction to Non-Life Insurance Rating: frequency and severity; applications; pricing of the premium; deductible and selection changes; Unlike these stages between life insurance and non-life insurance.

ACT-2002: Numerical Methods in Actuarial (3 credits)

Description

Introduction to the programming language R. Introduction to stochastic simulation. Numerical methods (fixed point, Newton-Raphson, interpolation, integration). Linear algebra (systems of linear equations, diagonalization, eigenvalues, eigenvectors).

CTB-1000: General Accounting (3 credits)

 Description

This course aims to develop the student’s ability to understand the functioning of an accounting system for the registration of an operation in the accounting records until the preparation of a complete set of financial statements. Thereafter, he will be able to read, understand, interpret, and broadly analyze financial statements. He will discover the limitations and constraints of financial accounting and will include accounting policy choices that are needed. Finally, learn how accounting information can respond to the needs and concerns of the main users.

ACT-2003: Linear Models Actuarial (3 credits)

 Description

Simple and multiple regression: least squares method, Gauss-Markov theorem, multicollinearity, models qualitative variables, heteroscedasticity, weighted regression, residual analysis. Generalized Linear Models: Models, inference and validation. Estimate adequacy and forecasting. Presentation and integration of these concepts in the context of actuarial applications.

ACT-2004: actuarial life Mathematics I (3 credits)

Description

Survival functions on a head. Mortality measures. Insurance benefits and annuity: discrete approach, continuous approach, particular cases. Calculation of pure premiums; discreet approach, continuous approach, annual bonus, special cases.

ACT-2005: Casualty Actuarial Mathematics I (3 credits)

Description

Sinitres distribution and frequencies; introduction to bootstrap; semi-parametric models; applications with numerical examples.

ACT-2011: Financial risk management II (3 credits)

Description

Description and evaluation of derivatives: binomial trees and Black-Scholes approach. Greek letters stock options. Application of Monte Carlo simulation methods and variance reduction techniques. Futures evaluation. Financial risk management techniques. Actuarial Applications.

ECN-1000: Principles of Microeconomics (3 credits)

Description

Scarcity, choice and opportunity cost. What to produce, how to produce and for whom to produce. Factors determining the demand function and supply for a product. Price and equilibrium quantity. The laws of supply and demand. Concept of elasticity. Government intervention. Consumer choices: preferences and budgetary constraints. The choice of companies: profit and production function. Cost functions. Price competitive markets and monopoly markets.

ACT-1005: Analysis and collective risk treatment (3 credits)

Description

Definition, integration and peculiarities of different protection mechanisms. Cover different contingencies and benefits. Illustration based on the Quebec and Canadian contexts. Introduction to finance.

ACT-2007: Life Actuarial Mathematics II (3 credits)

Description

Reserves for basic contracts. Multi-decay models. Basic multi-decay models applications. Models with two lives: a joint life and last survivor.

ACT-2008: Casualty Actuarial Mathematics II (3 credits)

Description

Credibility theory: classical and Bayesian approaches, models of Buhlmann and Buhlmann-Straub, estimation of structural parameters. Introduction to pricing and provisioning in general insurance: classical methods and presentation in a formal setting using the generalized linear models.

ACT-2009: Stochastic Processes (3 credits)

Description

Classification of random processes; Markov chains in discrete time, Chapman-Kolmogorov equations, limiting probabilities; Poisson process and generalizations; Brownian motion trajectories properties; stochastic simulation. Presentation and integration of these concepts in the context of actuarial applications.

ECN-1010: Principles of Macroeconomics (3 credits)

Description

The macroeconomic objectives: full employment, price stability, balance of the balance of payments. National Accounts. P.I.B. balance and full employment. Roles of the currency and financial institutions. The State and aggregate demand. Macroeconomic objectives and internal policies. The constraints posed by the opening of the economy. Keynesians and monetarists. The difficult art of macroeconomic policy. Looking for a consensus on the desirability and means of state intervention.

FRN-2900: Communication actuarial (3 credits)

Description

This course aims to improve the ability to communicate clearly and concisely, both written and oral, content related to actuarial activity. It results from a cognitive objectives of the actuarial program: to develop communication skills. Note – This course aims to consolidate the general knowledge of French and knowledge of university-level French.

ACT-3000: Risk Theory (3 credits)

 Description

Risk models for a portfolio over a given period. Digital risk aggregation methods. Dynamic models of risk and ruin theory. Risk measures. Modeling, quantification and risk management in the various areas of actuarial practice. Applications with simulation and numerical examples.

ACT-3001: Legislation and Professional Liability Actuarial (3 credits)

Description

Introduction to legal terminology. Description legislation and the legislative framework related to actuarial practice. Contracts and other obligations. Insurance law. Characterization of professional acts of the actuary and the resulting responsibilities. Professional organization. Ethics, Code of Ethics and Practice rules.

RULE 1-9 To 18 AMONG CREDITS

ACT-2101: Research project (3 credits)

 Description

The student, under the supervision of a professor of the School of actuarial, participating in a research project in the area of specialty of their choice. The project must demonstrate the proper scientific approach to actuarial science. The evaluation will be made on the basis of a written report and an oral presentation

ACT-3102: actuarial survival models (3 credits)

Description

Estimated survival models. Basics: types of studies, truncated distribution, random variable transformation method of statistical differentials, exposure, central rates and probability of death; complete data, incomplete data; method of moments, maximum likelihood method; parametric models; Demographic rating. Population mathematics stationary population; stable population, population projection. Graduation Concept tables. Projection notion of mortality tables. Presentation of applications in pension and life and health insurance.

ACT-3112: Financial Risk Management III (3 credits)

Description

Valuation of derivatives: Ito Lemma and derivation of the Black-Scholes model. Extensions to the Black-Scholes model. Stochastic interest rate models and fixed income evaluation. Real options. Credit risk, liquidity risk. Behavioral finance. Actuarial Applications.

ACT-3113: Asset Liability Management (3 credits)

Description

Assets: traditional investments, alternative and derivative products. Liabilities of financial institutions. Investment policy, matching and allocation of assets, risk management. Optimization and immunization techniques. Liability-driven investment. Assessment and performance attribution. Regulatory and normative framework. IT concepts.

ACT-4101: Pension (3 credits)

Description

Objectives, types and components of a pension plan. Pension formulas, accessories contributions and benefits. Notions of pension mathematics. Legislative and fiscal aspects. Professional standards. Finance and administration.

ACT-4102: Assessment of liabilities and solvency in general insurance (3 credits)

Description

This course aims to deepen some traditional methods of establishing loss reserves (including the discount concepts and margins for adverse deviation) and evaluation of the adequacy of the unearned premium. Concepts of solvency and dynamic review of capital adequacy (DCAT). Financial statements. Presentation of P & C-1. Practical work simplified actuarial valuation.

ACT-4103: Passive, creditworthiness and pricing in insurance of persons (3 credits)

Description

As part of this course the student is expected to achieve one or more works under supervision of the teacher. The course objective is to introduce students to various aspects of professional practice as well as recent developments in actuarial science, within personal insurance. The notions of the role of the Corporate Actuary, dynamic examination of creditworthiness and Canadian insurance model is processed.

ACT-4105: Insurance Pricing IARD (3 credits)

Description

This course aims to study the different pricing approaches IARD, including in-depth analysis of key texts in the professional examination on pricing. Usual methods of global and detailed pricing, including relevant adjustments to premiums, claims and exposure units. Classification analysis, including methods of segregation data and methods of calculation rating factors. Link between the concepts presented in texts and their use in pricing practices

ACT-4106: Advanced Models in personal insurance (3 credits)

Description

Analysis of cash flows from insurance contracts. Life insurance with participation. Universal life insurance. Insurance related to stock values. Options embedded in the insurance contracts. Models with random stochastic economic environment and mortality.

ACT-4109: Cost and financing group plans (3 credits)

Description

Cost and financing of public and private collective pension schemes. Statutory and tax considerations. Retention formulas, stabilization funds, risk premium, sharing expenses.

ACT-4110: Costs and funding of pension plans (3 credits)

Description

Financing of a public or private pension plan; distribution and capitalization. Actuarial valuation methods; theoretical model and applications. Analysis of gains and losses. Cost accounting. Valuation of assets. Actuarial valuation and choice of assumptions. Solvency of a regime.

ACT-4111: Risk Management in Business (3 credits)

Description

Definition and determination of the range of risks to which a company is subject, particularly a financial institution. Internal and external environment. Key skills assessment of risks and risk mitigation strategies. Understanding of regulatory frameworks and regimes that promote and guide the use of risk management. Economic capital of an insurance company.

RULE 2-0 9 AMONG CREDITS TO:

Internship and actuarial research project

ACT-2010: Time series (3 credits)

 Description

Notions of stationary and non-stationary processes. Filters and smoothing techniques. ARMA and ARIMA models. Notions autocorrelation and partial autocorrelation. Determining a model, estimation, anticipation and matching. Models for seasonal series. Presentation and integration of these concepts in the context of actuarial applications.

ACT-2102: research environment training (3 credits)

Description

To enable the student to perform specific work in research environment. Assess the conditions of application of knowledge and specific to a research environment concepts. A written report and an oral presentation are required after the training.

Statistical

STT-2200: Data Analysis (3 credits)

 Description

Theory and application of four classical data analysis multivariate methods: principal components analysis, correspondence analysis, discriminant analysis. Classification. Learning software facilitating the use of these methods.

STT-2300: Variance analysis (3 credits)

Description

Multivariate normal distribution. Lois random quadratic forms. Cochran’s theorem. One-factor model. Multiple comparisons. Two-factor model. Interaction. Studies shots of experience: completely random design, randomized block, shared plots. Using SAS

STT-4400: frequency tables analysis (3 credits)

Description

Frequency tables of two variables: proportions, odds ratio and relative risk, tests and measures of association, ordinal variables, paired data. Frequency tables with three variables: marginal association and conditional association, Simpson’s paradox. Generalized Linear Models: Poisson regression and binary logistic regression, conditional, ordinal and multinomial variable selection and measurement of model fit. Analysis of data using statistical software.

STT-4600: Sampling (3 credits)

Description

Designing a questionnaire. Simple and stratified sampling techniques. Treatment of non-response. Methods and the quotient of the regression for the use of additional data. Cluster sampling techniques, systematic and multi-stage. Sampling weight.

Financial management

GSF-2101: Portfolio Management (3 credits)

 Description

This course focuses on the modern theory concerning the management of securities portfolios and functioning of financial markets. It seeks to gradually introduce students to the field, combining theory and practice. The basic concepts and practices supplements are discussed primarily in the context of variable income securities investments and, to a lesser extent, in the context of fixed-income securities investments

GSF-2103: Repository Management Organizations (3 credits)

 Description

The objective of this course is to give students an overview of DTIs. The student will, from knowledge gained in the core courses in finance, apply knowledge to the circumstances of institutions to deposits. Following a thorough review of the key participants of the financial markets, we will examine in detail the application of various modern techniques in the management of depository institutions (banks, savings banks, etc.). Students will have the opportunity to make a practical application of theoretical concepts through examples of analysis of banking management strategies. Examples of analysis of banking management strategies will be based, to the extent possible, on actual data obtained from a financial newspaper (Financial Post).

GSF-2104: International Financial Management (3 credits)

 Description

The course aims to make students aware of the importance of the international dimension in daily financial management and financial strategy of companies. The aim is to develop the student’s ability to understand and analyze the major problems of financial decision in an international context. Specifically, the course covers the following aspects: the functioning of international financial markets, motives and risks of direct investment abroad, the choice of investments in an international context and financing of international operations.

GSF-3100: Capital market (3 credits)

 Description

The objective of this course is to analyze the financial markets and their main financial instruments and their role in intermediating funds and risk. First we proceed to the description and on examining the role played in these markets, financial institutions and regulators, especially in the Canadian context. We analyze, subsequently, the term structure of interest rates and volatility in fixed income securities. We then examine the government bond markets, corporate and international. In the second part of the course, we study fixed income securities with option clauses, then we proceed with the review of major risk financial intermediation markets classified by instruments that are traded there, or the securities markets backed by debts, futures, options and swaps.

GSF-3101: Introduction to derivatives (3 credits)

 Description

This course aims to familiarize students with derivatives such as options, futures contracts (forwards and futures), swaps and others. It allows students specializing in finance at the undergraduate level, to acquire the basic concepts on which modern practice of finance relies. The course provides a description of how different derivatives markets, institutional characteristics of these markets and their functioning. It also allows students to build these product use strategies, assess the various derivatives and see related applications of these tools in different areas of corporate finance, portfolio management, risk management , etc.

Economic

ECN-1030: Financial Institutions and Markets (3 credits)

Description

The key function of financial systems is to make the link between economic agents who save and economic agents in need of financing and credit. This course analyzes the different aspects of this relationship in Canada: the great variety of monetary and credit instruments; how the rate of return on these instruments are determined; the development and organization of Canadian financial institutions (banks, near banks, etc.); the regulation of this sector and its challenges; the Bank of Canada and the relationship between monetary policy and financial markets.

ECN-1110: Development Economics (3 credits)

 Description

Introductory course in development economics. Topics include: poverty, inequality of resources, the rural economy, the functioning of markets in this sector (particularly the credit market), the role of economic growth, international trade and institutions in the development. Thinking about the mechanisms underlying development problems.

ECN-1130: Economic Relations Canada-United States (3 credits)

Description

Analysis of economic relations between Canada and the United States to better understand their influence in the development of Canadian and Quebec economic policies. Critical study of sectoral issues, guidelines and trade disputes between the two countries. Features of the evolution of trade flows and the Canada-US agreements.

ECN-2050: International economic relations (3 credits)

 Description

Interdependence between national economies, or integration of the international economy. The course is essentially analytical, although references to historical developments and contemporary issues are common. Special subjects: international specialization, protection, economic community, monetary relations in classical optics and that of Keynesian macroeconomics.

ECN-2070: Public Economics (3 credits)

 Description

Public sector nature and characteristics that distinguish it from the private sector. Criteria for allocating resources. Income redistribution function. Special problems in the federal system of government. Political and administrative process of developing economic and financial policies. Microeconomic effects of public spending, taxation and borrowing.

Other disciplines

ASR-2100: Risk Management and Insurance (3 credits)

 Description

The objective of this course is to introduce the student to the risk management and to familiarize with the basic concepts specific to insurance. Topics include managing individual risks and those of the company; instead of the “Risk Management” in the organization and its effects on profits; risk identification and analysis; the probability of risks; the various risks to property, income, responsibility; investment analysis and decision-making in risk management; various forms of insurance.

GIF-1003: Advanced C ++ Programming (3 credits)

 Description

Oriented programming in C ++ object. Elements of syntax and semantics. Implementation of classes: encapsulation, methods and class attributes. Overloading methods and operators. Notion of contract and unit test. Programming standards. Inheritance, polymorphism and class hierarchy. Memory management. Error handling and exceptions. Standard library C ++ (STL).

HST-2902: Financial Department (3 credits)

Description

The primary goal of the course is to identify the causes for success in the handling of money. The examples chosen shall be continuously paint a historical panorama that stretches from ancient times to the present. The selection was made taking into account, for each major financial, of innovations in financial techniques, institutions that have been bequeathed and influence on the course of events.

IFT-1004: Introduction to Programming (3 credits)

 Description

Paradigms and programming languages. Introduction to problem solving with Python. The interpreted language, Python, to a compiled, structured language, the C language specification of a problem and functional decomposition. Modular programming. Notions of black box, interface, precondition and postcondition. Error handling and exceptions management mechanism. Recursion. Introduction to complexity of algorithms. Programming standards.

IFT-1701: Introduction to algorithmic and programming (3 credits)

 Description

Algorithmics and programming. Data types. Reading and writing data. Assignment. Conditional and repetitive structures. Introduction to classes and objects. Methods: parameters and references. A string of character and enumerated type. Exception handling. Flows and files. Usual controls and dialogs. Menus. Introduction to the concepts of programming objects. Various applications. Practical work in an appropriate programming language and environment with WYSIWYG graphical tools.

IFT-2004: models and languages of databases (3 credits)

 Description

Architecture DBMS software. Relational Model: properties, constraints and relational algebra. Study of advanced operators and their properties: division, outer joins and semi-join. Functional dependence, calculation of the closure. Normal forms. Depth study of SQL: DDL and DML. Relational Views: constraint for the update. Indexing and optimization. Interface with an 3GL (Java). Mechanisms for persistence and data management and transaction recovery. Overview of advanced DBMS concepts such as distributed DBMS, OLAP, and Subject.

IFT-2008: Algorithms and Data Structures (3 credits)

 Description

Order concepts: behavior best case, average case and worst case. Notion of abstract and modular type. Generic programming. Classic data structures: lists, stacks, queues (with and without priority), the trees, graphs, dispersion tables and binary heaps. Sorting algorithms.

MNG-1000: The company and its management (3 credits)

 Description

This course aims to introduce students to the main activities of management in the operation of a business. Following the development of a systemic framework situating the role of managers and the decisions they make are successively discusses the purpose and business strategies, planning, organization, management, control and sharing. Readings and exercises are performed, as well as teamwork. The preferred self-learning formula is supported in class by greater supervision of teacher.

MRK-1000: Marketing (3 credits)

 Description

This course focuses on key marketing decisions. Most of the course consists of a presentation of the variables of the “marketing mix” (product, communication, distribution and price) in a management perspective. Then, integrating all the strategic planning activity is carried out by the students, using the method of case analysis, and that, in specific application areas: services marketing, international marketing, industrial marketing, marketing innovation and public and social marketing.

POL-1003: Political Systems and companies worldwide (3 credits)

 Description

By integrating historical, economic and sociological, this course introduces the student to the different types of regimes and political systems, their operation and the problems they face in their relationships with their environment.

POL-1005: Introduction to International Relations

 Description

Study of the international system; historical formation and ideological foundations; types of systems and transformations; Contemporary system; conflict process; Cooperation Process; transnational forces; major topics of current international debates; diplomacy and foreign policy.

The courses ASR-2100, MNG-1000 and RK-1000 are also available in English: ASR-2103, MNG-1002 and RK-1101.

REQUIREMENTS SPECIFIC TO THE PROGRAMME (3 credits)

Requirement 1

This program offers full-time-type journey spanning over 3 years (6 sessions) or 3 years (7 sessions), by arrival to the program session. Students wishing to pursue part-time studies is invited to contact the contact person of the faculty.

Requirement 2

Successfully during ANL-2020Intermediate English II. The student who demonstrates that he has acquired this level (TOEIC: 675) during the test administered by the School of Languages can choose an English graduate courses, including ANL-3900 Business English course or, if it acquired the Advanced level English II (TOEIC: 825) a course of another modern language.

Requirement 3

The student can take three optional practical training courses: ACT-2590-ACT 3590 and ACT-3591. The credits of these courses are in addition to the credit requirements of the program. To register, contact the program director. The BTC-1000 course is also offered in English: BTC-1106

PROFILES STUDIES

This program offers international profile, as part of this profile, a number of places for students wishing to pursue one or two sessions of study at a university outside of the country. The student is asked to contact the program director to find out the eligibility requirements for this period of study.

Course Information
  • Course Id:ACT
Instructors