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2018 - 2019 Academic Catalog

Data Analytics

The Data Analytics concentration at Lasell has a professional focus, rooted in Connected Learning, that prepares students to understand data and create actionable insights. Organizations across industries have the increasing need for skilled analysts who can collect, analyze, and produce actionable insights for their teams to generate more revenue, increase customer base, and develop products.

  • Students learn techniques and tools to set-up, retrieve, aggregate, and process large data sets - from a traditional data store to Big Data insights.  
  • Students also learn methods of data analysis and visualization using software to create charts, dashboards and reports.
  • The Data Analytics concentration allows students to earn certifications and badges in: Google Analytics, Tableau, IBM Watson Analytics, and SAS Visual Analytics.

Students will complete a minimum of one industry-relevant internship and will come out of the program ready to create actionable insights in industries including health care, finance, engineering and retail, who all hire data analytics professionals to analyze their organization, customer and competitor data to generate actionable insights. Through a multidisciplinary approach, students majoring in Information Technology with a Data Analytics concentration gain the expertise, commitment, and skills for management positions in this expanding industry through a comprehensive background in the business world including accounting, human resources, organizational behavior, technology, and marketing.    By planning early in consultation with an academic advisor, students may be able to reduce the time it takes to complete a bachelor's degree in Information Technology to 3 or 3½ years.   

Course Code Course Title Credits
Core Courses
BUSS101 Contemporary Issues in Business 3
BUSS201 Financial Accounting 4
BUSS202 Managerial Accounting 4
BUSS205 Legal Environment of Business 3
BUSS213X Excel for Business 1
BUSS220 Marketing 3
BUSS224 Organizational Behavior 3
BUSS440 Business Policy 3
BUSS497 Business Internship Seminar 4
ECON101 Principles of Econ-Micro 3
INTC102 Introduction to Computer Science 3
INTC103X IT Fundamentals 2
INTC105X Data Warehouse & Business Intelligence 3
INTC201X Analytics using SAS Visual Analytics 2
INTC202 Data Analytics 3
INTC203 OS + Algorithms 3
INTC304 Marketing Analytics 2
INTC306 Advanced Python Programming 3
INTC308 Predictive & Prescriptive Analytics 3
INTC402 Analytics with R 3
INTC409 Project and Program Management 3
MATH209X Business Statistics 3
Choose 1
INTC302 IT Security and Risk Management 3
INTC303 Machine Learning 3
INTC403 Advanced Predictive Analytics 3

Major Requirements:  67 credits

A minimum of 120 credits is required for graduation. This total includes the Core Curriculum Requirements as described elsewhere in this catalog. Some courses required for the major meet Core Curriculum requirements. 
For a complete explanation of graduation requirements, see Graduation Requirements in the Undergraduate Academic Policies section of this catalog.



BUSS101 - Contemporary Issues in Business

This course is designed to familiarize students with various aspects of the business world. Areas covered include: private enterprise, forms of ownership, legal aspects, management, marketing, human resources, operations management, labor relations, and finance. In addition, students become aware of how business functions are integrated into an organization to achieve specific goals.

BUSS201 - Financial Accounting

This course provides students with the fundamentals of accounting processes and procedures used in business. Students learn how to identify and record business transactions. In addition, students learn how to create financial statements and how to become intelligent users of financial information.

BUSS202 - Managerial Accounting

In this course, students gain experience in the development and use of information within an organization. Course topics include: cost terms; production costing; cost allocation for planning and control; cost behavior patterns; cost-volume-profit relationships; budgeting; inventory planning and control; pricing decisions; and aspects of investment decisions. Prerequisite: BUSS 201 with a grade C or better.

BUSS203 - Financial Management

This course provides an introduction to the fundamental concepts of finance. Various techniques of analysis that reveal the relationships of risk, return, and value are demonstrated. Topics include: financial reporting; long- and short-term forecasting; managing working capital; capital budgeting; and the nature of corporate securities and debt-equity mix. Prerequisites: BUSS 202 with a grade C or better & ECON 102.

BUSS205 - Legal Environment of Business

This course provides a working knowledge of everyday law as it applies to both business and personal needs. The primary focus is on contract law and property law.

BUSS207 - Fundamentals of Financial Planning

This course provides a foundation for understanding and using financial planning techniques. This framework is the basis for all financial decisions, large and small. Topics covered are personal financial planning, consumer credit, budgeting, investments, and banking procedures. Risk analysis regarding portfolio management and tax liabilities are also examined.

BUSS208 - Financial Statement Analysis

In this course, students will examine financial statements and other financial reports with a view towards using accounting information in making investing, lending, and other potential management decisions. Students explore methods of constructing, comparing, and analyzing these statements and reports and the various uses of such analyses. Prerequisite: BUSS202 with a grade of C or higher

BUSS209 - Computer Applications in Business

This hands-on course is designed to provide students with a fundamental knowledge and understanding of computer applications in business. A strong emphasis is placed on building competencies in industry-standard spreadsheet and database software applications.

BUSS210 - Federal Income Taxes

This course provides students with a basic understanding of the fundamentals of federal income tax laws as they apply to individuals, businesses, and not-for-profit, taxable entities. Students will explore a broad range of tax topics, emphasizing the role of taxation in business decision-making process, tax research, and tax planning. -Prerequsite: BUSS201 with a grade C or better

BUSS211 - Fundamentals of Financial Modeling

In this course, students will build applications and models in Excel to support financial analysis and decision-making. Students will begin by building financial documents using basic Excel applications and functions. They will then move into more advanced skills that include time value of money and statistical functions, text and date usage, regression, conditionals, data tables and random number generation. All techniques will be applied to the most common financial applications and models including present value, cost of capital, financial statement forecasting, and valuation. Also included are the preparation of charts and graphs for use in professional presentations and reports. Problem-solving cases will serve as the foundation for the course. Prerequisite: BUSS 202 with a “C” or better.

BUSS212 - Management Information Systems

This course takes a managerial approach to information technology concepts and applications. Given the pervasiveness of technology in today's world, professionals in various fields of endeavor often have a major responsibility for determining an organization's information needs and for designing and implementing information systems that support those needs. Students study concepts and issues related to information technology with the goal of understanding how it can be effectively used to improve an organization's over­all effectiveness and increase it's level of success. Prerequisite: BUSS101, HEM101, HEM102, SMGT102, or FASH101.

BUSS213X - Excel for Business

Excel is an electronic spreadsheet program used for storing, organizing and manipulating data. Excel and other programs have become essential to many of today’s businesses as the volume of data generated has increased dramatically and become critical to most business functions. This introductory course will assist students in developing and/or furthering basic Excel skills.

BUSS218X - Business Operations Simulation

This one-credit course utilizes the exciting business simulation program GoVenture CEO. It is a revolutionary business simulation where students manage companies on their own or in teams. Choosing from dozens of ready-to-play industries, students will engage in a simulation that models current events, historical successes or failures, and targets specific challenges or learning outcomes. Students manage their own strategies while monitoring competitive positioning, actions, and other market forces that arise. This simulation is appropriate for any major and any business student who wants a hands-on business management experience.Prerequisite: BUSS 101 or HEM 101

BUSS220 - Marketing

In this course, the fundamentals of marketing are explored for practical application in today's business environment. The process of creating value for customers by utilizing the tools of marketing -- market segmentation, targeting and positioning, marketing research and communications, product development, channels of distribution, and pricing -- are explored with a project-based, interactive approach. Additionally, there is a service learning component included in this course that enables students to further apply the course concepts while working to advance a participating non-profit organization. Prerequisites: BUSS101, HEM101, HEM102, FASH101, or SMGT102 AND ECON101.

BUSS224 - Organizational Behavior

In this course, students study individuals and their interactions within group settings as they affect efficiencies in business organizations. Group dynamics and intergroup dynamics are emphasized in relation to productivity and work satisfaction along with the examination of specific aspects of organizations that influence behavior. Areas covered include structure, leadership, and change. Teaching modalities include case studies and role-playing. This is a writing intensive course. Prerequisite: PSYC101 or SOC101 or COM101

BUSS231 - Entrepreneurship & Venture Creation

Entrepreneurship drives global innovation and economic growth. This course exposes business students to the study of entrepreneurship and the venture creation process. Topics include analyzing new business opportunities, developing business propositions, new venture planning and financing, marketing activities, financial controls, and other topics relevant to the entrepreneurial process. Students interact with faculty, local entrepreneurs, and small business owners/managers. As a culmination activity of this course, students are responsible for the development and presentation of a business plan. Prerequisite: BUSS101, HEM101, HEM102, FASH101 or SMGT102

BUSS232 - Operations Strategy

This course examines how operations can be used as sources of competitive advantage. The class will focus on understanding the need to formulate an operational strategy (long-term plan) and making strategic operational decisions. The old view of operations management as the task of maintaining a comparatively static production or service facility has given way to one characterized by a need for renewed flexibility, relentless improvement, and the development of new capabilities at the operating unit level. As a result of this changing environment, the skills required of operations managers have changed as well. This course is based primarily on case studies supported by conceptual frameworks. Prerequisite: BUSS101

BUSS233 - American Enterprise Experience

This course examines the American enterprise experience from colonial times until the present. The course touches upon the business component of the American experience beginning with the individual artisan-merchant through the great innovators and organizers of the 19th and 20th centuries and beyond. The historical events, cultural changes, social upheavals, and political shifts that have influenced the development of the American business environment are the core of the study. Prerequisite: BUSS101, HEM101, FASH101, or SMGT102

BUSS235 - Ethics in Business

This course analyzes ethical issues that arise in a wide range of contemporary business practices, both domestically and globally. It is designed to stimulate critical thinking on ethical issues, corporate social responsibility, and professional challenges encountered in business. The course material enables students to recognize and manage ethical issues and to develop their own standards of integrity and professionalism as applied to the business world. Prerequisite: BUSS101, HEM101, HEM102, FASH101, or SMGT102

BUSS237 - Contemporary Global Leadership

In this course, students analyze what it means to be a global leader in the 21st century and identify the skills necessary to be successful in an increasingly global business climate. Students explore this question personally, collectively, and globally in a creative and collaborative atmosphere. Students examine classic as well as contemporary theories of leadership and how they apply to the dynamic global business culture. The course provides students with the opportunity to acquire perspectives and skills essential to successful management in the emerging markets that are increasingly becoming key contenders in world commercial enterprise. Prerequisite BUSS 224.

BUSS301 - Intermediate Accounting I

This course builds on concepts developed in Financial Accounting. Concentration is on the application of Generally Accepted Accounting Principles (GAAP) and International Financial Reporting Standards (IFRS) to the preparation of financial statements with an in-depth review of cash, receivables, inventories, and plant assets. The course also covers the concept of the time value of money and the application of present value techniques to accounting valuations. Prerequisite: BUSS 202 with a grade C or better.

BUSS302 - Intermediate Accounting II

This course is designed to continue the concepts of financial accounting and present a more thorough analysis of the requirements of the Financial Accounting Standards Board. Included in this course are earnings per share calculations, lease accounting, and pension accounting. The cash flow statement is also studied. Prerequisite: BUSS 301 with a grade C or better.

BUSS304 - Working Capital Management

This course explores working capital management, credit management, working capital funding, and the major sources of financing debt and equity. Students undertake financial analyses of theoretical models and real-world firms and organizations, recommend financing strategies, and present their findings by using management reporting methods. Prerequisite: BUSS203 with a grade C or Better

BUSS305 - International Accounting

This course addresses significant accounting matters experienced by multinational companies. Accounting matters include currency transactions and translational transfer price, and management planning and control. Prerequisite: BUSS 301 with a C or better.

BUSS306 - Accounting Information Systems

The course teaches conceptual, analytic and technical skills necessary to work efficiently and productively as an accountant or auditor in an automated environment. The course focuses on today’s typical business that is heavily dependent on information and how the business entity collects enormous volumes of data, stores that data and when needed, transforms that data into usable business information. The course involve hands on use of Microsoft Excel spreadsheet skills and will further develop these skills to use Excel's more advanced functions suitable for data storage and analysis. Hands on use of Microsoft Access is also utilized to teach data modelling skills. Prerequisite: BUSS202 with a C or better.

BUSS307 - International Finance

This course explores the ways and means to reduce financial risk involved in international financial management. The course deals with the interrelationship between the international monetary environment and financial planning for corporations with overseas operations. Students will analyze the effects on international financial planning of such factors as exchange rate fluctuations, currency restrictions, and tax regulations. Students will examine financial aspects of multinational businesses including foreign investment, trade, and transfer of funds. Prerequisite: BUSS203 with a grade C or Better

BUSS308 - Government & Not-for-Profit Accounting

This course introduces financial accounting and reporting issues related to state and local government and non-profit organizations, including universities and health care facilities. Prerequisite: BUSS201 with a grade of C or better.

BUSS309 - Fraud Examination

This course covers techniques for identification and detection of asset misappropriation schemes and fraudulent financial statements, who commits fraud and why, and controls to prevent and detect problems. Prerequisite: BUSS201 with a grade of C or better.

BUSS310 - Advanced Financial Management

This course builds on the concepts introduced in BUSS203 and focuses on financial decisions made within corporate environments. Financial risk and return, capital budgeting, valuation, capital structure, working capital management, and distribution policy are emphasized. Current topics in financial management will also be included. Prerequisite: BUSS203 with a grade of or better.

BUSS311 - Investments

This course explores the fundamentals of investing. The strategies used to create money from financial capital are thoroughly examined. Financial instruments such as stocks, bonds, mutual funds, futures, options, and commodities are explored. The measurement tools used to assign risk and rate of return, performance, and value are covered. Students learn how to develop, analyze, and maintain a portfolio. Regulatory and ethical issues are examined and considered in the decision-making process. Prerequisite: BUSS201 with a grade of C or better.

BUSS312 - Risk Management

The basics of risk management are covered in this course. Problems of liability and personal loss exposures of a business are examined. Private insurance programs such as health and life insurance, and employee benefit plans are examined and assessed. Prerequisite: BUSS203 with a grade of C or better.

BUSS313 - Business Negotiations

This course examines various negotiating tactics and techniques as they relate to different situations and environments. Particular attention is paid to buyer-seller communications, including negotiations of contracts and agreements. Students study the strengths and weaknesses of strategies used by both buyers and sellers. Prerequisites: BUSS 201, BUSS 220 and MATH 104.

BUSS315 - Emerging Global Markets

This course focuses on developing skills, strategies and insights crucial to conducting successful business operations in the emerging markets of Asia, Latin America, Eastern Europe, and Africa, including the BRIC countries of Brazil, Russia, India and China. Globalization offers these countries the opportunity for unprecedented economic development. By participating in the international marketplace, emerging countries increase their chances of raising wages and incomes, accumulating wealth, and reducing poverty. These countries also provide opportunities for companies, mostly from developed countries, to extend their markets. In this course, students study the institutions of emerging markets that are relevant for managers; explore the differences in the contexts and roles of various actors (such as the government and NGOs); analyze opportunities and risks presented by emerging markets; and analyze the strategies of firms dealing with emerging markets. Prerequisite: BUSS101

BUSS319 - Cost Accounting

This course focuses on a typical firm’s cost data and how that data can transformed into information for business analysis and decision making. Topics include how to identify fixed versus variable cost, cost volume profit analysis, flexible budgeting, Activity Based Costing, and standard cost systems with detail variance analysis. Process and job order costing systems are examined in terms of how these systems are used to accumulate cost to determine accurate product or service costs and why this is necessary in setting product/service selling prices to maximize profits. Other topics include the numerous cost allocation processes that take place in the typical manufacturing and service industries, and transfer pricing within companies that are doing business internationally. Prerequisite: BUSS202 with a grade of C or better.

BUSS320 - Consumer Behavior

This course examines the behavior of individuals and markets in relation to the purchase decision, including post-purchase evaluation and con­sumption. A behavioral science approach is taken. Prerequisite: BUSS220

BUSS321 - Property and Liability Insurance

This course explores the fundamentals of commercial property and liability insurance including contracts, rating, underwriting, regulation and financial analysis of insurers. Prerequisite: BUSS203 with a grade of C or better

BUSS322 - Marketing Communications

This course focuses on a broad view of advertising dealing with planning, creation, and execution in relation to the marketing cycle. Topics include: organization and operation of the advertising agency; publicity; public relations; behavioral sciences as applied to advertising; budgeting; and planning. Prerequisite: BUSS220

BUSS323 - Retirement Planning & Employee Benefits

This course provides students with an understanding of the retirement planning process. Students develop an ability to counsel others on retirement and employee benefit decisions. Topics covered are social security, qualified retirement plans, corporate profit sharing plans, health insurance, group life insurance, group disability insurance, and deferred compensation. Prerequsite: BUSS203 with a grade of C or better

BUSS324 - E-Business

This course explores, in detail, how the Internet affects the buying and selling of goods and services in the marketplace. Topics include Internet and mobile business models, electronic commerce infrastructure issues, designing effective web sites, payment and security issues, and the legal and ethical challenges of electronic commerce. The course will culminate in the development of an e-business plan and webpage. Prerequisite: BUSS101, HEM101, HEM102, FASH101 or SMGT102

BUSS325 - Sales Principles

Students in this course will analyze salesmanship in modern business with emphasis placed on the principles and techniques of individual selling styles in both retail and wholesale markets. Topics covered include: dramatization of the sale presentation; the selling role; buyer characteristics and motivations; modern sales practices; corporate sales planning; sales-force policies; time and territory management; forecasting, budgeting; and expense control. Prerequisite: BUSS220

BUSS327 - Life, Health, and Disability Insurance

This course studies the financial implications of death, disability and retirement, and multiple types of life insurance and annuity contracts and their uses. Regulations of life and health insurers, insurer operations and functions, legal aspects, group and individual life and health insurance products including medical, disability income and long-term care policies are covered. Prerequsite: BUSS203 with a grade C or better

BUSS328 - Entertainment Marketing

This course will provide students with a framework for understanding the dynamics of several major sectors within the entertainment industry. Students will compare and contrast successful entertainment marketing strategies with traditional product-based companies. Entertainment Marketing surveys the strategy, techniques and communication media employed to market the range of entertainment available to the American audience. The course examines the organizations and people who conceive, create and distribute video, film, print, interactive and new technology within the framework of the entertainment promotion landscape. The course demonstrates how advertising, publicity, promotion, research and overall marketing campaigns are created and the impact on the creative and business operations of entertainment companies.The objective of this course is to give students an understanding of the marketing issues faced by entertainment companies, highlighting the experiential nature of the products and the fast-pace of change within the industry. Prerequisite: COM216 or COM302

BUSS329 - New Product Development

New products and services are crucial to successful growth and increased profits in many industries. A major goal of this course is to help students learn to use an analytic decision-making approach in developing and marketing new products and services that meet customer needs in the consumer, industrial, and service settings. At the end of the course, the student should understand the role of decision models in analytic marketing decision-making; be able to follow the basic steps in opportunity identification, design, testing, and implementation; and know how to read and interpret new product and service market research. Prerequisite: BUSS220

BUSS330 - Managing Change

This course examines the unique problems associated with managing organizations during mergers, reorganizations, and other times of change. Strategies to cope with change, as well as induce it, are examined. Prerequisite: BUSS 224.

BUSS331 - Money and Capital Markets

The course offers an extensive examination of the money and capital markets and their importance to the US and global economy. This course will provide students with analytic tools to assess risks faced by investors and savers interacting through financial institutions and financial markets, as well as strategies for assessing and controlling these risks. The course places a heavy emphasis on the study of interest rates due to its importance in all capital markets and as one of the key determinants of the price of any financial asset. Prerequisite: BUSS203 with a grade of C or better

BUSS332 - Cross Cultural Management

In this course, students will explore the process of cross-cultural management and the challenges of working internationally. The course focuses on international organizational behavior, human resource issues and practices in global organizations. The course is divided into three parts: The first focuses on understanding the cultural roots of behavior in organizations; the second on the Organizational Behavior and Human Resource Management issues that are relevant to international managers; and the third seeks to prepare students for international assignments. Prerequisite: BUSS224

BUSS333 - Estate Planning and Trust

This course provides students with the knowledge base and analytical skills needed for effective financial planning and administration. Topics include wills, lifetime transfers, trusts, gifts, estate reduction techniques, tax implications in estate planning, business and inter-family transfers, dealing with incompetency, post mortem techniques, and the role of fiduciaries. Prerequsite: BUSS210 with a grade of C or better and BUSS207 with a grade of C or better

BUSS334 - Nonprofit Management

In this course students explore businesses that do not intend to maximize profit and retain it for future expenditures. Managers for nonprofit operations must operate under more regulated conditions and must be well prepared to interact within the public sector. Not-for-profit managers must be well versed in public policy and other regulations that affect them. Students will engage in real projects with non-profit organizations. Prerequisite: BUSS101, HEM101, HEM102, FASH101, or SMGT102.

BUSS336 - Human Resource Management

In this course, students will examine the staffing function of management including planning, recruitment, selection, training, motivation, appraisal, compensation, labor laws, and organizational development. The course also addresses current issues affecting the human resource manager, including the changing work force and need to increase productivity, as well as changes in the area of unions and affirmative action. Both class discussions and case studies are used to prepare students for the personnel and related tasks involved in a management position. Prerequisite: BUSS224

BUSS337 - Managing the Growing Company

This course focuses on the challenges and opportunities of managing a growing entrepreneurial venture. Using practical management techniques, students address the management of rapidly growing entrepreneurial firms. Through a variety of learning activities, including case studies, reading, and visiting entrepreneurs, students examine companies, often family-run, during dynamic transition. The course specifically addresses the challenges faced by companies in various stages of growth and the exceptional challenges of rapid growth. Prerequisites: BUSS 201 & BUSS 231.

BUSS341 - Social Media Marketing

This course takes an in-depth look at social networks, social media platforms and online advertising to offer students an advantage in many positions involving marketing, consulting and brand management, both on the buyer and seller side of social media. Students with an interest in entrepreneurship will also find the course useful as new businesses often rely on social media marketing. The course covers a number of topics including the differences and interaction between traditional and social media; two-sided markets and social media platforms (including verticals such as gaming, shopping and entertainment); basic theory of social networks online and offline (graph theory, sociology, information diffusion); consumer behavior and digital media; social media analytics and monitoring; brand strategies on social media; best marketing practices for paid and unpaid social media; and B2B marketing and social media. Additionally, students will have the opportunity to become Hubspot certified. Prerequisite: BUSS220

BUSS403 - Advanced Accounting

This course examines specialized topics in financial accounting. Problems associated with the partnership form of business organization, including partnership formation, division of income and losses, changes in ownership, and partnership liquidation are reviewed. Topics also include the subject of business combinations with emphasis on consolidated financial statements of parents and subsidiaries and elimination of intercompany transactions, accounting for foreign operations, and fund accounting as it relates to municipalities. Prerequsite: BUSS302 with grade of C or better and Senior Standing

BUSS406 - Financial Strategy

This is a capstone course utilizing lecture, discussion, and case analysis to define the process of financial management. The course of study presents the concepts of the advanced capital budget centering on decision-making concerning capital structure, dividend policy, leasing, mergers and acquisitions, reorganization, and international finance and exchange rates. Prerequisite: BUSS203 with a grade of C or better & Senior Standing

BUSS407X - Digital Branding

The art of good branding requires a meaningful promise, strong values and a consistent experience. As business is driven from traditional to digitally-driven models, brands must adapt and consider how they best respond without abandoning core principles. Students in Digital Branding will learn best practices on how companies translate brand tenets to a digitally-driven world, focusing on the online experience, social media and mobile platforms. In a team, project-based approach, students will also have the opportunity to apply best practices to develop digital branding strategies for those companies who may be falling behind. Prerequisite: BUSS220, COM221 or FASH310

BUSS408 - Auditing

This courses examines the impact of auditing on constituencies external and internal to organizations, especially stockholders and management. Students examine the role of both the independent public accountant and the internal auditor, and study various control and reporting techniques involved in auditing. Prerequisites: BUSS302 with a grade of C or better and Senior Standing

BUSS420 - Marketing Research

Students in this course will examine the process and tools involved in collecting, coding, and analyzing data. The course further integrates the application of computer software in compiling and interpreting statistical data in relation to marketing decisions, such as those related to market segmentation and distribution. Prerequisites: BUSS220 and MATH208

BUSS422 - Global Marketing

The complexity of operating in the global marketplace makes many demands on the marketer. The globalization of marketing takes place after the company has international experience in multiple markets. The three fundamental areas of corporate globalization are covered in this course: (1) integrate sourcing, production, and marketing; (2) allocate resources to achieve a balanced portfolio and growth; and (3) coordinate marketing activities across countries and regions. Importing, exporting, and licensing considerations are also explored. Prerequisite: BUSS220 with a grade of C or better.

BUSS425 - Special Topics in Entrepreneurship

This seminar offers an in-depth exploration of advanced entrepreneurship topics of current interest and importance. Using case studies and actual entrepreneurial ventures, students explore entrepreneurship with a focus on leadership, marketing, development, management, and growth of new business ventures. Students learn the practical skills needed to succeed as an entrepreneur and how to apply best practices for planning, initiating, and growing new companies. The course also emphasizes the analysis and evaluation of actual entrepreneurial ventures. Subjects vary from semester to semester. Prerequisites: BUSS 337 and Senior standing.

BUSS431X - Branding Strategy

The purpose of this course is to create an understanding of the role of branding in driving business growth and the larger role of brands in popular culture. Students will study examples of both for profit and non-profit brands from the 20th and 21st centuries to see what constitutes success and how brands stay relevant in terms of social, cultural, and technological trends. Students will learn the key processes entailed in developing a brand strategy and the elements that drive brand admiration. Students will apply these principles utilizing a project-based approach for a brand in development or an established brand in need of repositioning. Prerequisite: BUSS220

BUSS432 - Marketing Strategy

This course is designed to facilitate the formulation and implementation of marketing strategy. The course builds upon topics and concepts covered in more junior marketing courses. As part of the learning experience, students will engage in a simulation program with teams taking charge of a company within a competitive environment. Prerequisite: BUSS220 with a grade of C or better

BUSS440 - Business Policy

This capstone course requires students to apply a broad knowledge of management and administrative techniques to specific situations. An emphasis is placed on strategy formulation and implementation. The case study method is used. This course culminates in a formal professional presentation to industry professionals. This is a writing intensive course. Prerequisite: Senior standing and Accounting, Entrepreneurship, Finance, International Business, Management or Marketing Major

BUSS497 - Business Internship Seminar

This internship for Entrepreneurship, International Business, Management and Marketing students is scheduled to take place during the student's senior year (juniors are permitted with permission). Students serve as interns for a total of 144 hours in a position related to their field of study. The hours are completed concurrently with weekly class meetings and course work. Detailed reports, reflective excersizes, weekly journal entries, a final comprehensive project, and other written requirements are completed throughout the internship process. The internship supervisor monitors each student's performance and visits each internship site as needed. Prerequisite: Business101 and Junior or Senior Standing

BUSS498 - Internship Seminar Accounting/Finance

A critical component of the internship experience is participating in a weekly seminar where students discuss and reflect on their experiences to gain a broader view of the workplace, contemporary issues and organizational trends, as well as their own developing abilities and career interests. This one credit course covers professional issues as they arise during the student's internship. Some of the topics covered include: supervision, boundary issues, self-care, stress management, and professionalism. Students are required to write a weekly reflective journal on their internship experience. Prerequisites: Junior or Senior standing, and a 2.0 cumulative average in all business prefix courses. This course is designated for Accounting or Finance majors only. Must be taken concurrently with BUSS499.

BUSS499 - Internship Accounting/Finance

The internship is scheduled to take place during the senior year. Students serve as interns for a total of 150 hours over a 12-week period, completed concurrently with BUSS 498. The internship supervisor monitors each student's performance and visits each internship site as needed. Prerequisites: Junior or Senior standing, and a 2.0 cumulative average in all business prefix courses. This course is designated for Accounting or Finance majors only. Must be taken concurrently with BUSS498.

ECON101 - Principles of Econ-Micro

This course is an introduction to the principles of the economic behavior of individuals, firms, and industries in the mixed economic system. Topics include consumer demand; elasticity; supply and costs of production; the allocation of economic resources; international trade; and the role of government in promoting economic welfare.

ECON102 - Principles of Econ-Macro

This course explores basic functions of the United States economy viewed as a whole and policies designed to affect its performance. Topics include economic scarcity; causes of unemployment and inflation; money and monetary policy; the impact of government taxation and spending; and the federal debt. Some consideration is given to international economic problems and to contrasting economic systems. Prerequisite: ECON 101.

ECON103 - Economics of Social Issues

This course examines a broad range of social issues from an economics perspective. Designed for non-business majors, the course provides an introduction to economic reasoning and to some basic economic concepts which are then used to analyze a variety of social problems. Possible topics include poverty, unemployment, agriculture, discrimination, crime, pollution, education, health care, social security, and third world development.

ECON206 - Global Economic Development

The goal of this course is to introduce the main issues of global economic development. Students will explore the problems facing developing countries of the world as they attempt to industrialize, develop their economies and raise the standards of living of their people. The course will address the following broad questions: What is the meaning of Economic development? Why some countries are rich while others are poor? What would explain the success of such East Asian countries as China? What are the key constrains that prevent poor countries, especially those in the African continent, from achieving progress? What are the strategies that poor countries can adopt to foster development?

ECON207 - Vietnam Immersion

This fall semester course is linked to two weeks of service-learning in Vietnam during the winter break. The course introduces students to the Vietnamese society today. It covers basic elements of Vietnamese politics, economic development, culture, history, language, literature, and arts. The experience in Vietnam includes working for non-profit organizations that deal with social problems. This course fulfills the Multicultural Area of Inquiry. Students must apply and may only register with the permission of the Vietnam program director.

ECON301 - International Trade & Finance

This course examines theory, tariffs, and import quotas; adjustment mechanisms, foreign exchange, and exchange controls are also covered. Additional topics include the theory of comparative advantage, the causes and consequences of imbalances in the balance of payments or exchange rates, and the evolution of the international monetary system. Prerequisites: ECON 101, ECON 102.

INTC102 - Introduction to Computer Science

This introduction to computer science, developed by Google and their university partners, emphasizes problem solving and data analysis skills along with computer programming skills. Using Python, students learn design, implementation, testing, and analysis of algorithms and programs. And within the context of programming, they will learn to formulate problems, think creatively about solutions, and express those solutions clearly and accurately. Problems will be chosen from real-world examples such as graphics, image processing, cryptography, data analysis, astronomy, video games, and environmental simulation. Students get instruction from a world-class computer science professor, delivered remotely through video and interactive media and attend class for collaborative team projects to solve real-life problems, similar to those a team at Google might face. As part of the course, students also hear from Google engineers about their careers in the tech industry and learn how they can prepare for similar careers. Prior programming experience is not a requirement for this course.

INTC103X - IT Fundamentals

This course is an introduction to basic IT knowledge and skills. It focuses on the essential IT skills and knowledge needed to perform tasks commonly performed by advanced end-users and entry-level IT professionals alike, including: Using features and functions of common operating systems and establishing network connectivity; Identifying common software applications and their purpose; and using security and web browsing best practices.This course will provide students with the opportunity to earn a professional certificate from CompTIA in IT fundamentals.

INTC105X - Data Warehouse & Business Intelligence

This course begins with the introduction of a data warehouse. Students will learn the concepts, tools and application of data warehouse for business reporting and online analytical processing. Students will also learn how to create visualizations and dashboards, and descriptive analytics. The material builds from the concepts learned in basic statistics courses. Core tools used in this course include Microsoft Excel, and SAS Visual Analytics. Excel will be used to teach the basics of visualizations – like bar charts, line charts etc. in order to ramp-up the students’ expertise into SAS Visual Analytics. SAS Visual Analytics will be used as a tool to introduce students to data warehousing, and building basic visualizations. Students will also be exposed to Facts and Dimensions.

INTC201X - Analytics using SAS Visual Analytics

This course focuses on building and enhancing skills from the Data Warehousing and Business Intelligence course. Students will expand their concepts of Business Intelligence, Visualizations, Dashboards, and Descriptive Analytics. The core tool used in this course is SAS Visual Analytics. Students will create visualizations, dashboards, and export reports to be able to present to the class. Prerequisite: INTC104X

INTC204 - How to Think Like a Data Scientist

How to Think Like a Data Scientist introduces students to the importance of gathering, cleaning, normalizing, visualizing and analyzing data to drive informed decision-making, no matter the field of study. Students will learn to use a combination of tools and techniques, including spreadsheets, SQL and Python to work on real-world datasets using a combination of procedural and basic machine learning algorithms. They will also learn to ask good, exploratory questions and develop metrics to come up with a well thought-out analysis. Presenting and discussing an analysis of datasets chosen by the students will be an important part of the course. Like INTC102, this course will be "flipped," with content learned outside of class and classroom time focused on hands-on, collaborative projects. This course is delivered in partnership with Google. As part of the course, students also hear from Google engineers about their careers in the tech industry and learn how they can prepare for similar careers. Prerequisite: INTC102.

INTC301X - Big Data Analytics

This course provides the conceptual and technical foundations of various aspects of Big Data Analytics. The purpose is to help students acquire foundation skills in Big Data – which can be used to further their specialization in a niche within Big Data. Upon completion of the course students should be able to understand: What Big Data, Cloud Computing and NoSQL Databases are; Various components and architecture of Big Data Analytics; Different types of Analytics including Text, Descriptive, Predictive and Prescriptive; and how Big Data Analytics is used in different contexts. Students should also be able to use Analytics and Dashboards to present actionable Insights. This course will use SAS Visual Analytics as one of the tools for illustrating the volume of Big Data, and how it can be used to harness actionable insights. Students will use datasets to create visualizations and actionable insights.

MAHT304 - Mathematics for Educators

Mathematics for Educators

MATH106 - Mathematical Reasoning

This course is the foundational course for mathematical and quantitative reasoning at Lasell College. Mathematical reasoning is the critical skill that enables a student to solve real-world problems involving quantitative analysis by making use of particular mathematical skills. Through the development of their mathematical reasoning skills, students will recognize the power of mathematics in its own right as well as its relevance in the real world. Students will develop and enhance their mathematical reasoning skills through a project/application based curriculum supported by readily available current technological tools and topics that will include, but not be limited to, the following: solving systems of equations, linear programming, statistical, and graphical data analysis.

MATH107 - College Geometry

This course is an introduction to the essentials of Euclidean geometry. Topics covered include: reasoning in mathematics, the relationship between algebra and geometry, analytic geometry, proofs and constructive triangles, circles, quadrilaterals, polygons, surfaces and solids and historical notes about famous geometricians. Prerequisite: MATH 106 with a grade of C or better or demonstrated competency through placement testing.

MATH109 - Modern Mathematics (KP)

This course is an introduction to mathematics developed in the last 100 years. The course connects recently-discovered mathematics with current, real-world problems. Aesthetic elements of mathematics are emphasized. Topics may include the mathematics of voting, sharing, touring, games, networks, scheduling, money, symmetry, fractal shapes, descriptive statistics and probability. The course is appropriate for students majoring in Communication, Criminal Justice, English/History/Humanities-with Secondary Ed, English, Environmental Studies, Fashion Design, History, Hospitality and Event Management, Humanities, Human Services, Law and Public Affairs, Legal Studies, Psychology, Sociology, or Sport Management. Prerequisite: MATH 106 with a grade of C or better or through placement testing.

MATH116 - Merchandising and Financial Mathematics

This course focuses on retail mathematics. Topics include simple and compound interest, the time-value of capital, annuities, amortization, sinking funds, bond and investment, business problem-solving and decision making. Other topics include profit, loss, and break-even analysis, pricing, inventory, and merchandise planning. The course introduces basic theories of statistics. Prerequisite: MATH 106 with a grade of C or better or through placement testing.

MATH203 - Precalculus

This course prepares students for the study of calculus, physics and other courses requiring precalculus skills. Included is solving systems of equations, the analysis and graphing of linear, quadratic, polynomial, exponential, logarithmic, rational functions, the unit circle, and triangle (right and non-right) trigonometry. Prerequisite: MATH 106 with a grade of C or better or demonstrated competency through placement testing. Restrictions: not open to students who have completed 205, 206, or any 300 level mathematics course successfully.

MATH205 - Calculus I

This course is an introduction to limits, continuity, and methods of differentiation. Application to problems in business management and physical science is emphasized. Prerequisite: MATH 203 with a grade of C or better or demonstrated competency through placement testing. Restrictions: not open to students who have completed MATH 206, or any 300 level mathematics courses.

MATH206 - Calculus II

This is a continuation of Calculus I. Includes graphical and analytic integration, partial differentiation, and solving differential equations. Applications include business, biological sciences, and physical sciences. Prerequisite: MATH 205 with a grade of C or better or demonstrated competency through placement testing. Restrictions: not open to students who have completed MATH 320, MATH 328, or MATH 330.

MATH207 - Applied Trigonometry

This course is an in-depth study of trigonometry with attention to theory, proofs, modeling, and history. Trigonometric and related functions are used to model, analyze, and solve real-life problems. Applications are chosen from disciplines such as agriculture, architecture, astronomy, biology, business, chemistry, earth science, engineering, medicine, meteorology, and physics. Topics covered include a review of trigonometric functions, right triangle trigonometry, analytic trigonometry, vectors and dot products, complex number theory, trigonometric forms of complex numbers, exponential, logarithmic and trigonometric models, Gaussian and logistic growth models, conic sections, and polar equations of conics. Prerequisite: MATH 205 with a grade of C or better.

MATH208 - Statistics

This is an introductory course in descriptive and inferential statistics. Topics include: data analysis, and graphical methods of describing data, measures of central tendency and variability, probability, the normal distribution, sampling distributions, confidence intervals, hypothesis testing, correlation, and regression analysis. Prerequisites: MATH 106 with a grade of C or better or demonstrated competency through placement testing and ENG 102.

MATH209X - Business Statistics

This is an introductory course in descriptive and inferential statistics focused on applications in business. Topics include: data analysis, and graphical methods of describing data, measures of central tendency and variability, time-series analysis, trend and seasonality analysis, simple and multiple correlation and regression analysis, sales and cost forecasting, probability, expected monetary value, and the Normal distribution. Prerequisites: MATH 106 with a grade of C or better or demonstrated competency through placement testing and ENG 102. With permission of the instructor only.

MATH210 - Math Applied to Science

This course provides a review of fundamental mathematical concepts such as probability and trigonometric, exponential and logarithmic functions and explores the ways that these topics and techniques have been applied to investigations in architecture, calculus, exponential growth and decay, logarithmic scales, earthquake analysis, astronomy, biology, medicine, genetics, radiocarbon dating, chemistry, and Newtonian physics. The course is designed to demonstrate the power and utility of mathematics and explores the development of mathematics during the Middle Ages and the Renaissance, especially in Greek, Hindu and Arabic cultures. Prerequisite: MATH 205 with a grade of C or better.

MATH212 - Finite Mathematics

The focus of this course is to develop mathematical models and to demonstrate the utility of various mathematical techniques that are most applicable to the creation of computer algorithms. Topics include functions and models, linear regression, solving systems of linear equations using matrices, matrix algebra and Leontief Input-Output models, linear programming (graphical and simplex methods), principle of duality, estimated and theoretical probability and Markov Chains. Applications are derived from current real world data and require mastery of Microsoft Excel and graphing calculator technology. Prerequisite: MATH 206 with a grade of C or better.

MATH215X - Discrete Math

Topics will include logic, proofs, algorithms, counting, recurrence relations, graph theory, trees, networks, Boolean algebra, and automata.Prerequisite: C or better in MATH 205

MATH301 - Mathematical Modeling

Mathematical ModelingPrerequisite: C or better in MATH 205, 206, and 208

MATH303X - Problem Solving

This course will be an exploration into the mathematics exemplified in high quality high school and undergraduate mathematics competitions and mathematical research. The emphasis will be placed on building a repertoire of mathematical strategies and tactics, then applying these methods in unfamiliar situations. Topics will include: Combinatorics, Binomial Theorem, Conditional Probability, Roots of Unity, Symmetric Polynomials, Polynomial Interpolation, and topics in Euclidean and non-Euclidean Geometry. Students will hone their ability to solve mathematical problems through hands-on practice and obtain an understanding of the strategies, tactics, and tools of the problem solver as illustrated by the textbook and the instructor. Strategies and tools for solving problems include, but are not limited to: •Draw a Diagram•Systematic Lists•Eliminate Possibilities•Matrix Logic•Look for a Pattern•Guess and Check•Sub Problems•Unit Analysis•Solve An Easier Related Problem•Physical Representations•Work Backwards•Venn Diagrams•Finite Differences

MATH304 - Mathematics for Educators

This course engages students in mathematical concepts through examples, investigations, and active problem solving explorations. Content is drawn from subject matter knowledge required for elementary and early childhood licensure, with emphasis on number theory and operations. This course is for students seeking elementary or early childhood licensure. Concurrent enrollment in ED 335 is required.

MATH307 - Calculus III

This course is an introduction to sequences and series, parametric and polar curves, vector functions, advanced techniques of differentiation and integration. Prerequisite: MATH 206 with a grade of C or better.

MATH320 - Differential Equations

This is an introduction to the many ways of solving various types of differential equations with emphasis on theory, methods of solution and applications. Topics include solutions of first, second and simple higher order differential equations, homogeneous and non-homogeneous equations. Prerequisite: MATH 206 with a grade of B- or better.

MATH322X - Special Topics in Mathematics

Special Topics in Mathematics

MATH325 - Linear Algebra

This is an introductory course in linear algebra blending the requirements of theory, problem solving, analytical thinking, computational techniques, and applications. Topics include in-depth treatment of matrix algebra, linear systems, vector spaces, linear transformations, determinants. Applications and modeling of real phenomena in transportation systems, economics, connectivity of networks, and graph theory. Prerequisite: MATH 206 with a grade of C or better.

MATH328 - Mathematics Applied to Management

This course explores the art of mathematical modeling of managerial decision problems and the science of developing the solution techniques for these models. Topics include management science techniques used in today’s businesses, e.g., break-even analysis, presentation models, linear programming, transportation and assignments problems, decision theory, forecasting and inventory models, Markov analysis, and solution of nonlinear models in business using calculus-based optimization. Prerequisite: MATH 206 with a grade of C or better.

MATH330 - Mathematical Modeling

This is an application-oriented course on how to solve real word problems from the social, medical and life sciences, business, and economics by set­ting up a mathematical model of the situation and then developing techniques for analyzing these models and solving them. Topics include the modeling process, linear models, financial models, modeling using proportionality, fitting linear and nonlinear models to data graphically, the least-squared criterion, linear programming models, modeling using the derivative, matrix and probability models, Markov chain models, and modeling interactive dynamic systems. Prerequisite: MATH 206 with a grade of C or better.

MATH338 - Mathematical Statistics

In this introduction to statistical theory, the roles probability and statistics play in business analysis and decision making are investigated. Topics include probability distributions, statistical inference, sampling distribution theory, and applications. Prerequisite: Math 206 with a grade of C or better.

MATH399 - Capstone Seminar

In this capstone course, Students investigate mathematics from a variety of fields and choose a topic for a mathematics project in their Field of Application. Mathematical methods for analysis, modeling, prediction, and/or problem solving are discussed. Students demonstrate knowledge of a substantial area of mathematics and present their work at a department seminar or the Connected Learning Symposium.

MATH499 - Internship

The internship seminar is a work or research experience where students combine theory and practice.

Jeffrey Corcoran

Associate Professor, Marketing and Management

Office: DeArment House

Janet Huetteman

Graduate Chair of Management and Marketing; Associate Professor of Marketing

Office: 23 Maple Street, Office #5

Young-Tae Kim

Associate Professor of Sport Management; Graduate Interim Chair of Sport Management

Office: Alexandar STC

Bruce McKinnon

Associate Professor of Entrepreneurship

Office: 26 Maple

Siddharth Mobar

Associate Professor-Hospitality & Event Management

Office: DeArment

Matthew Reilly

Chair of Business and Interim Chair of Sport Management; Assistant Professor of Business

Office: DeArment

Daniel Sargeant

Associate Professor of Sport Management

Office: Alexander STC

Donna Scipione

Assistant Professor of Accounting and Finance

Office: DeArment

Dina Tanvuia

Chair of Hospitality; Associate Professor of Marketing and Management

Office: DeArment

Anh Le Tran

Professor of Economics and Management

Office: DeArment

Nancy Waldron

Assistant Provost; Professor of Entrepreneurship and Management

Office: DeArment

Martin Walsh

Professor of Marketing and Management

Office: DeArment

Robert Zuar

Visiting Assistant Professor of Accounting and Finance

Office: DeArment

BUSS101 - Contemporary Issues in Business

This course is designed to familiarize students with various aspects of the business world. Areas covered include: private enterprise, forms of ownership, legal aspects, management, marketing, human resources, operations management, labor relations, and finance. In addition, students become aware of how business functions are integrated into an organization to achieve specific goals.

BUSS201 - Financial Accounting

This course provides students with the fundamentals of accounting processes and procedures used in business. Students learn how to identify and record business transactions. In addition, students learn how to create financial statements and how to become intelligent users of financial information.

BUSS202 - Managerial Accounting

In this course, students gain experience in the development and use of information within an organization. Course topics include: cost terms; production costing; cost allocation for planning and control; cost behavior patterns; cost-volume-profit relationships; budgeting; inventory planning and control; pricing decisions; and aspects of investment decisions. Prerequisite: BUSS 201 with a grade C or better.

BUSS205 - Legal Environment of Business

This course provides a working knowledge of everyday law as it applies to both business and personal needs. The primary focus is on contract law and property law.

BUSS213X - Excel for Business

Excel is an electronic spreadsheet program used for storing, organizing and manipulating data. Excel and other programs have become essential to many of today’s businesses as the volume of data generated has increased dramatically and become critical to most business functions. This introductory course will assist students in developing and/or furthering basic Excel skills.

BUSS220 - Marketing

In this course, the fundamentals of marketing are explored for practical application in today's business environment. The process of creating value for customers by utilizing the tools of marketing -- market segmentation, targeting and positioning, marketing research and communications, product development, channels of distribution, and pricing -- are explored with a project-based, interactive approach. Additionally, there is a service learning component included in this course that enables students to further apply the course concepts while working to advance a participating non-profit organization. Prerequisites: BUSS101, HEM101, HEM102, FASH101, or SMGT102 AND ECON101.

BUSS224 - Organizational Behavior

In this course, students study individuals and their interactions within group settings as they affect efficiencies in business organizations. Group dynamics and intergroup dynamics are emphasized in relation to productivity and work satisfaction along with the examination of specific aspects of organizations that influence behavior. Areas covered include structure, leadership, and change. Teaching modalities include case studies and role-playing. This is a writing intensive course. Prerequisite: PSYC101 or SOC101 or COM101

BUSS440 - Business Policy

This capstone course requires students to apply a broad knowledge of management and administrative techniques to specific situations. An emphasis is placed on strategy formulation and implementation. The case study method is used. This course culminates in a formal professional presentation to industry professionals. This is a writing intensive course. Prerequisite: Senior standing and Accounting, Entrepreneurship, Finance, International Business, Management or Marketing Major

BUSS497 - Business Internship Seminar

This internship for Entrepreneurship, International Business, Management and Marketing students is scheduled to take place during the student's senior year (juniors are permitted with permission). Students serve as interns for a total of 144 hours in a position related to their field of study. The hours are completed concurrently with weekly class meetings and course work. Detailed reports, reflective excersizes, weekly journal entries, a final comprehensive project, and other written requirements are completed throughout the internship process. The internship supervisor monitors each student's performance and visits each internship site as needed. Prerequisite: Business101 and Junior or Senior Standing

ECON101 - Principles of Econ-Micro

This course is an introduction to the principles of the economic behavior of individuals, firms, and industries in the mixed economic system. Topics include consumer demand; elasticity; supply and costs of production; the allocation of economic resources; international trade; and the role of government in promoting economic welfare.

INTC102 - Introduction to Computer Science

This introduction to computer science, developed by Google and their university partners, emphasizes problem solving and data analysis skills along with computer programming skills. Using Python, students learn design, implementation, testing, and analysis of algorithms and programs. And within the context of programming, they will learn to formulate problems, think creatively about solutions, and express those solutions clearly and accurately. Problems will be chosen from real-world examples such as graphics, image processing, cryptography, data analysis, astronomy, video games, and environmental simulation. Students get instruction from a world-class computer science professor, delivered remotely through video and interactive media and attend class for collaborative team projects to solve real-life problems, similar to those a team at Google might face. As part of the course, students also hear from Google engineers about their careers in the tech industry and learn how they can prepare for similar careers. Prior programming experience is not a requirement for this course.

INTC103X - IT Fundamentals

This course is an introduction to basic IT knowledge and skills. It focuses on the essential IT skills and knowledge needed to perform tasks commonly performed by advanced end-users and entry-level IT professionals alike, including: Using features and functions of common operating systems and establishing network connectivity; Identifying common software applications and their purpose; and using security and web browsing best practices.This course will provide students with the opportunity to earn a professional certificate from CompTIA in IT fundamentals.

INTC105X - Data Warehouse & Business Intelligence

This course begins with the introduction of a data warehouse. Students will learn the concepts, tools and application of data warehouse for business reporting and online analytical processing. Students will also learn how to create visualizations and dashboards, and descriptive analytics. The material builds from the concepts learned in basic statistics courses. Core tools used in this course include Microsoft Excel, and SAS Visual Analytics. Excel will be used to teach the basics of visualizations – like bar charts, line charts etc. in order to ramp-up the students’ expertise into SAS Visual Analytics. SAS Visual Analytics will be used as a tool to introduce students to data warehousing, and building basic visualizations. Students will also be exposed to Facts and Dimensions.

INTC201X - Analytics using SAS Visual Analytics

This course focuses on building and enhancing skills from the Data Warehousing and Business Intelligence course. Students will expand their concepts of Business Intelligence, Visualizations, Dashboards, and Descriptive Analytics. The core tool used in this course is SAS Visual Analytics. Students will create visualizations, dashboards, and export reports to be able to present to the class. Prerequisite: INTC104X

INTC202 - Data Analytics

This course provides the conceptual and technical foundations of various aspects of Big Data Analytics. The purpose is to help students acquire foundation skills in Big Data – which can be used to further their specialization in a niche within Big Data. Upon completion of the course students should be able to:•Understand what is Big Data, Cloud Computing and NoSQL Databases.•Various components and architecture of Big Data Analytics.•Different types of Analytics: Text, Descriptive, Predictive and Prescriptive.•How Big Data Analytics is used in different contexts.•Using Analytics and Dashboards to present Actionable Insights.Prerequisite: MATH208

INTC203 - OS + Algorithms

An introduction to the theory and structure of modern operating systems, including hardware abstraction, process management, memory management, system performance, and security. Specific attention to multi-threaded processing, semaphores, locking and interprocess communication. Prereq: INTC103 & INTC102

INTC304 - Marketing Analytics

The course provides the conceptual and technical foundations of various marketing metrics and research methods. The purpose is to help students acquire practical marketing skills in Data Analysis via Hands-On experience. Specifically, upon completion of the course students should be able to:•Understand and analyze customer data.•Analyze and interpret marketing data through various methodologies.•Make data-driven managerial decisions.Prereq: BSS220 & INTC202

INTC306 - Advanced Python Programming

The ability to write useful Python applications in the ETL, web, and data analysis domainsKnowledge of industry-standard tools and techniques for working within a development teamThis course goes further into Python’s powerful advanced features, such as user-defined classes, object-oriented design, decorators, and generators. Learn to employ the most widely used algorithms and libraries to solve common problems in the field. Gain a working familiarity with statistical analysis and visualization using Pandas, NumPy, and matplotlib. . Query and parse HTML, XML, and JSON. Learn to apply industry-standard tools and techniques for working within a development team, such as Git for versioning, code review. The course concludes with a discussion of common interview questions and pathways for gaining experience and eventually securing a position in the field.Prereq: INTC102 & INTC202

INTC308 - Predictive & Prescriptive Analytics

Gain a fundamental understanding of the art and science of Predictive Analytics as it relates to improving business performance. This hands-on course will cover the key concepts necessary to extract stored data elements, understand what they mean from a business point of view, and transform their formats and derive new relationships among them to produce a dataset suitable for analytical modeling. At the end of the course, participants will be able to use these skills to produce a fully processed data set compatible for building powerful predictive models that can be deployed to increase profitability. Prereq: INTC303

INTC402 - Analytics with R

This course introduces students to R, a widely used statistical programming language. Students will learn to manipulate data objects, produce graphics, analyse data using common statistical methods, and generate reproducible statistical reports. They will also gain experience in applying these acquired skills in various public policy areas. By the end of the class, students learn to:1. Use RStudio, read R documentation, and write R scripts.2. Import, export and manipulate data.3. Produce statistical summaries of continuous and categorical data.4. Produce basic graphics using standard functions, and produce more advanced graphics using the ggplot2 library.5. Perform common hypothesis tests, and run simple regression models in R6. Produce reports of statistical analyses in R MarkdownPrereq: INTC102 & INTC202

INTC409 - Project and Program Management

This course develops the competencies and skills for planning and controlling projects and understanding interpersonal issues that drive successful project outcomes. Focusing on the introduction of new products and processes, it examines the project management life cycle, defining project parameters, matrix management challenges, effective project management tools and techniques, and the role of a project manager.This course guides students through the fundamental project management tools and behavioral skills necessary to successfully launch, lead, and realize benefits from projects in profit and nonprofit organizations. Prereq: Internship & INTC103

MATH209X - Business Statistics

This is an introductory course in descriptive and inferential statistics focused on applications in business. Topics include: data analysis, and graphical methods of describing data, measures of central tendency and variability, time-series analysis, trend and seasonality analysis, simple and multiple correlation and regression analysis, sales and cost forecasting, probability, expected monetary value, and the Normal distribution. Prerequisites: MATH 106 with a grade of C or better or demonstrated competency through placement testing and ENG 102. With permission of the instructor only.

INTC302 - IT Security and Risk Management

This course focuses on the concepts, terminology and practice of network security. Topics include the fundamental goals of network security and practical applications of wired and wireless network security techniques such as applications of cryptology in network protocols, authentication, access control, network security devices such as firewalls and intrusion detection and prevention systems, incident response, log analysis, honeypots and honeynets. Prereq: INTC205

INTC303 - Machine Learning

Machine learning is a type of artificial intelligence (AI) that provides computers with the ability to learn without being explicitly programmed. This area is also concerned with issues both theoretical and practical.In this course, we will present algorithms and approaches in such a way that grounds them in larger systems as you learn about a variety of topics, including:statistical supervised and unsupervised learning methods, randomized search algorithms, reinforcement learning: Prereq: INTC102 & INTC202

INTC403 - Advanced Predictive Analytics

Acquire in-depth knowledge on advanced predictive analytics topics and apply those to real-world situations. These scenarios illustrate the significant role that predictive analytics plays. You pay particular attention to developing your ability to effectively interpret the outcomes of statistical models. You also focus on time series data analysis and survival analysis using the SAS system. Prereq: INTC308