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  • Others 
    MYOB Software Practice Sets

    MYOB Software Practice Sets

    Our MYOB accounting practice sets teach students the practical skills essential to accounting using the MYOB accounting software package. This requires students to complete a one-month accounting cycle for a fictional business with all posting, journalising and financial reporting completed using the actual MYOB accounting software.

    Course related:
    AF3211 Accounting Information System
    Subjects:
    Accounting
    Keywords:
    Accounting -- Computer programs MYOB (Computer program)
    Resource Type:
    Others
     
  • MOOC 
    Machine Learning Specialization

    Machine Learning Specialization

    The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. This beginner-friendly program will teach you the fundamentals of machine learning and how to use these techniques to build real-world AI applications.
    This Specialization is taught by Andrew Ng, an AI visionary who has led critical research at Stanford University and groundbreaking work at Google Brain, Baidu, and Landing.AI to advance the AI field.
    This 3-course Specialization is an updated version of Andrew’s pioneering Machine Learning course, rated 4.9 out of 5 and taken by over 4.8 million learners since it launched in 2012.
    It provides a broad introduction to modern machine learning, including supervised learning (multiple linear regression, logistic regression, neural networks, and decision trees), unsupervised learning (clustering, dimensionality reduction, recommender systems), and some of the best practices used in Silicon Valley for artificial intelligence and machine learning innovation (evaluating and tuning models, taking a data-centric approach to improving performance, and more.) By the end of this Specialization, you will have mastered key concepts and gained the practical know-how to quickly and powerfully apply machine learning to challenging real-world problems. If you’re looking to break into AI or build a career in machine learning, the new Machine Learning Specialization is the best place to start.

    Course related:
    AAE5103 Artificial Intelligence in Aviation Industry
    Subjects:
    Computing
    Keywords:
    Machine learning Artificial intelligence
    Resource Type:
    MOOC
     
  • e-book 
    Mastering Strategic Management

    Mastering Strategic Management

    Teaching the strategic management course can be a challenge for many professors. In most business schools, strategic management is a “capstone” course that requires students to draw on insights from various functional courses they have completed (such as marketing, finance, and accounting) in order to understand how top executives make the strategic decisions that drive whether organizations succeed or fail. Although students have taken these functional courses, many students have very little experience with major organizational choices. It is this inexperience that can undermine many students' engagement in the course. Mastering Strategic Management is designed to enhance student engagement in three innovative ways. The first is through visual adaptations of the key content in the book. It is well documented that many of today's students are visual learners. To meet students' wants and needs (and thereby create a much better teaching experience for professors), Mastering Strategic Management contains multiple graphic concept pages in ever section of every chapter of the book. Think of graphic concept pages as almost like info-graphics for key concepts in each section. This feature sets Mastering Strategic Management apart from any strategic management book on the market today. The second way the authors capture student interest through their textbook is by using a real-world company as the running example in each chapter. For example, Chapter 1 in Mastering Strategic Management utilizes Apple to harness the conceptual coverage of the chapter in a running, corporate, application to which students will relate. The third inventive way Mastering Strategic Management holds the attention of strategic management students is through the “strategy at the movies” feature in each chapter that links course concepts with a popular motion picture. In Chapter 1, for example, the authors describe how “The Social Network” illustrates intended, emergent, and realized strategies. You can expect Mastering Strategic Management to cover all of the traditional topics that standard strategic management texts cover, but in an exciting way that will assist you in engaging your students in your course. See for yourself by checking out the book online today.

    Subjects:
    Management
    Keywords:
    Strategic planning Planning
    Resource Type:
    e-book
     
  • Courseware 
    Math 176: Math of Finance

    Math 176: Math of Finance

    After reviewing tools from probability, statistics, and elementary differential and partial differential equations, concepts such as hedging, arbitrage, Puts, Calls, the design of portfolios, the derivation and solution of the Blac-Scholes, and other equations are discussed.

    Subjects:
    Finance and Mathematics and Statistics
    Keywords:
    Business mathematics
    Resource Type:
    Courseware
     
  • Courseware 
    Math 4: Math for Economists

    Math 4: Math for Economists

    In this course, students will learn basic linear algebra necessary to understand the operations regarding derivatives of functions with more than one variable to investigate maximum and minimum values of those functions with economics applications in mind. Students will also see how to solve linear systems and then how to turn them into problems involving matrices, then learn some of the important properties of matrices. This course will focus on topics in linear algebra and multivariable differential calculus suitable for economic applications. Recorded Summer 2013

    Subjects:
    economic applications, matrices, Economics, and Mathematics and Statistics
    Keywords:
    Economics Mathematical
    Resource Type:
    Courseware
     
  • Presentation 
    Media Stream

    Media Stream

    This video was recorded at COIN / PlanetData Winter School on Knowledge Technologies for Complex Business Environments, Ljubljana 2011. Organized by COIN FP7 Integrated Project and PlanetData FP7 Network of Excellence, the school seeks to bring together students, scholars and researchers from industry in order to foster collaboration and interoperability with innovative services and project large-scale data management in business environments. The main topics of the winter school are: Interoperability and collaboration models and solutions, Enterprise interoperability and collaboration services, Innovative knowledge and semantically powered technologies, Knowledge process and context modelling, Pro-active knowledge tools, Large scale analytics and reasoning tools, Business cases and real case studies. Detailed information can be found here.

    Subjects:
    Management and Computing
    Keywords:
    Data mining Real-time data processing
    Resource Type:
    Presentation
     
    OER
  • Courseware 
    Microeconomic Theory IV

    Microeconomic Theory IV

    The topic of the class is information and contract theory. The purpose is to give an introduction to some of the main subjects in this field: decision making under uncertainty, risk sharing, moral hazard, adverse selection, mechanism design, and incomplete contracting.

    Subjects:
    Economics
    Keywords:
    Risk assessment Decision making Contracts Microeconomics
    Resource Type:
    Courseware
     
  • Courseware 
    Microeconomic Theory and Public Policy

    Microeconomic Theory and Public Policy

    This course applies microeconomic theory to analysis of public policy. It builds from the microeconomic model of consumer behavior and extends to operation of single and multiple markets and analysis of why markets sometimes fail. We will study empirical examples to evaluate theory, focusing on the casual effects of policy interventions on economic outcomes. Topics include minimum wages and employment, food stamps and consumer welfare, economics of risk and safety regulation, the value of education, and gains from international trade.

    Subjects:
    Economics and Political Science
    Keywords:
    Microeconomics Policy sciences Political planning
    Resource Type:
    Courseware
     
  • e-book 
    National Academies Press (Industry and Labor)

    National Academies Press (Industry and Labor)

    Covers over 5,000 reports published by the National Academies Press for the National Academy of Sciences, National Academy of Engineering, Institute of Medicine and National Research Council in the US.

    Subjects:
    Management
    Keywords:
    Industrial management Labor Technological innovations
    Resource Type:
    e-book
     
  • e-book 
    OAPEN Library (Economics, Finance, Business & Management)

    OAPEN Library (Economics, Finance, Business & Management)

    The OAPEN Library contains freely accessible academic books, mainly in the area of humanities and social sciences.

    Keywords:
    Economics Business Finance Industrial management Accounting
    Resource Type:
    e-book
     
  • Presentation 
    OntoNaviERP: Ontology-supported Navigation in ERP Software Documentation

    OntoNaviERP: Ontology-supported Navigation in ERP Software Documentation

    This video was recorded at 7th International Semantic Web Conference (ISWC), Karlsruhe 2008. The documentation of Enterprise Research Planning (ERP) systems is usually (1) extremely large and (2) combines various views from the business and the technical implementation perspective. Also, a very specific vocabulary has evolved, in particular in the SAP domain (e.g. SAP Solution Maps or SAP software module names). This vocabulary is not clearly mapped to business management terminology and concepts. It is a well-known problem in practice that searching in SAP ERP documentation is difficult, because it requires in-depth knowledge of a large and proprietary terminology. We propose to use ontologies and automatic annotation of such large HTML software documentation in order to improve the usability and accessibility, namely of ERP help files. In order to achieve that, we have developed an ontology and prototype for SAP ERP 6.0. Our approach integrates concepts and lexical resources from (1) business management terminology, (2) SAP business terminology, (3) SAP system terminology, and (4) Wordnet synsets. We use standard GATE/KIM technology to annotate SAP help documentation with respective references to our ontology. Eventually, our approach consolidates the knowledge contained in the SAP help functionality at a conceptual level. This allows users to express their queries using a terminology they are familiar with, e.g. referring to general management terms. Despite a widely automated ontology construction process and a simplistic annotation strategy with minimal human intervention, we experienced convincing results. For an average query linked to an action and a topic, our technology returns more than 3 relevant resources, while a naïve term-based search returns on average only about 0.2 relevant resources.

    Subjects:
    Management and Computing
    Keywords:
    Enterprise resource planning Software documentation Ontologies (Information retrieval)
    Resource Type:
    Presentation
     
    OER
  • e-book 
    Work

    Open Textbook Library (Accounting & Finance)

    Open Textbook Library provides free, peer-reviewed and openly-licensed textbooks.

    Subjects:
    Accounting and Finance
    Keywords:
    Accounting Finance
    Resource Type:
    e-book
     
  • e-book 
    Open Textbook Library (Business Law)

    Open Textbook Library (Business Law)

    Open Textbook Library provides free, peer-reviewed and openly-licensed textbooks.

    Subjects:
    Law and Legislation
    Keywords:
    Contracts Commercial law Bankruptcy
    Resource Type:
    e-book
     
  • e-book 
    Open Textbook Library (Business)

    Open Textbook Library (Business)

    Open Textbook Library provides free, peer-reviewed and openly-licensed textbooks.

    Keywords:
    English language -- Business English Project management Social responsibility of business Internet marketing Law
    Resource Type:
    e-book
     
  • e-book 
    Open Textbook Library (Economics)

    Open Textbook Library (Economics)

    Open Textbook Library provides free, peer-reviewed and openly-licensed textbooks.

    Subjects:
    Economics
    Keywords:
    Economics Microeconomics Macroeconomics
    Resource Type:
    e-book
     
  • e-book 
    Openstax CNX (Business)

    Openstax CNX (Business)

    Offers openly licensed college textbooks.

    Keywords:
    Economics Business ethics Finance Industrial management Administration Business
    Resource Type:
    e-book
     
  • Presentation 
    Optimizing Debt Collections Using Constrained Reinforcement Learning

    Optimizing Debt Collections Using Constrained Reinforcement Learning

    This video was recorded at 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), Washington 2010. The problem of optimally managing the collections process by taxation authorities is one of prime importance, not only for the revenue it brings but also as a means to administer a fair taxing system. The analogous problem of debt collections management in the private sector, such as banks and credit card companies, is also increasingly gaining attention. With the recent successes in the applications of data analytics and optimization to various business areas, the question arises to what extent such collections processes can be improved by use of leading edge data modeling and optimization techniques. In this paper, we propose and develop a novel approach to this problem based on the framework of constrained Markov Decision Process (MDP), and report on our experience in an actual deployment of a tax collections optimization system at New York State Department of Taxation and Finance (NYS DTF).

    Subjects:
    Management and Computing
    Keywords:
    Markov processes -- Mathematical models Debt -- Management
    Resource Type:
    Presentation
     
    OER
  • Courseware 
    People and Organizations

    People and Organizations

    People and Organizations examines the historical evolution and current human and organizational contexts in which scientists, engineers and other professionals work. It outlines today's major challenges facing the management profession. The course uses interactive exercises, simulations and problems to develop critical skills in negotiations, teamwork and leadership. Students will be introduced to concepts and tools to analyze work and leadership experiences in optional undergraduate fieldwork projects.

    Subjects:
    Management
    Keywords:
    Leadership Personnel management Organizational behavior
    Resource Type:
    Courseware
     
  • Courseware 
    Political Economy I

    Political Economy I

    Political Economy I explores the major social science paradigms for analyzing relations among state, economy, and society. Through readings, lectures and discussion of original texts in political liberalism and individualism, neo-classical economics, Marxism, sociological and cultural theories, and neo-institutionalism, the seminar examines the fundamental assumptions on which our understanding of the social world and our research are based.

    Subjects:
    Economics and Political Science
    Keywords:
    Economics Political science
    Resource Type:
    Courseware
     
  • e-book 
    Principles of Accounting, Volume 1: Financial Accounting

    Principles of Accounting, Volume 1: Financial Accounting

    Principles of Accounting is designed to meet the scope and sequence requirements of a two-semester accounting course that covers the fundamentals of financial and managerial accounting. Due to the comprehensive nature of the material, we are offering the book in two volumes. This book is specifically designed to appeal to both accounting and non-accounting majors, exposing students to the core concepts of accounting in familiar ways to build a strong foundation that can be applied across business fields. Each chapter opens with a relatable real-life scenario for today’s college student. Thoughtfully designed examples are presented throughout each chapter, allowing students to build on emerging accounting knowledge. Concepts are further reinforced through applicable connections to more detailed business processes. Students are immersed in the “why” as well as the “how” aspects of accounting in order to reinforce concepts and promote comprehension over rote memorization.

    Subjects:
    Accounting
    Keywords:
    Accounting
    Resource Type:
    e-book