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MOOC
Most professions these days require more than general intelligence. They require in addition the ability to collect, analyze and think about data. Personal life is enriched when these same skills are applied to problems in everyday life involving judgment and choice. This course presents basic concepts from statistics, probability, scientific methodology, cognitive psychology and cost-benefit theory and shows how they can be applied to everything from picking one product over another to critiquing media accounts of scientific research. Concepts are defined briefly and breezily and then applied to many examples drawn from business, the media and everyday life.
What kinds of things will you learn? Why it’s usually a mistake to interview people for a job. Why it’s highly unlikely that, if your first meal in a new restaurant is excellent, you will find the next meal to be as good. Why economists regularly walk out of movies and leave restaurant food uneaten. Why getting your picture on the cover of Sports Illustrated usually means your next season is going to be a disappointment. Why you might not have a disease even though you’ve tested positive for it. Why you’re never going to know how coffee affects you unless you conduct an experiment in which you flip a coin to determine whether you will have coffee on a given day. Why it might be a mistake to use an office in a building you own as opposed to having your office in someone else’s building. Why you should never keep a stock that’s going down in hopes that it will go back up and prevent you from losing any of your initial investment. Why it is that a great deal of health information presented in the media is misinformation.
- Keywords:
- Reasoning Problem solving Critical thinking Decision making
- Resource Type:
- MOOC
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MOOC
Owing to its rapid development in recent years, China has moved into the spotlight of the international arena. While understanding modern China's economy, technology and politics is important, knowing its cultural roots and evolution is no less crucial for seeing a full picture of Chinese culture. This course introduces 5 interesting aspects of traditional Chinese culture.
Key questions of the course
What was the origin of ancient Confucianism? How does ancient Confucian wisdom help us address the modern human predicament?
How does Daoism enlighten us with a butterfly and fish? What is the connection between Daoism and the equality of all living organisms?
Why does Buddhism see our present lifetime to be nothing but suffering? How do the Four Noble Truths help liberate us from suffering?
What is special about Chinese ancient warfare? Who is Sunzi? What is his book The Art of War about? What can we learn from this famous book?
- Subjects:
- Chinese Studies
- Keywords:
- China Religion Painting Chinese -- Song-Yuan dynasties Philosophy Chinese
- Resource Type:
- MOOC
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MOOC
This Specialization builds on the success of the Python for Everybody course and will introduce fundamental programming concepts including data structures, networked application program interfaces, and databases, using the Python programming language. In the Capstone Project, you’ll use the technologies learned throughout the Specialization to design and create your own applications for data retrieval, processing, and visualization.
- Subjects:
- Computing
- Keywords:
- Python (Computer program language)
- Resource Type:
- MOOC
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MOOC
In this anatomy course, part of the Anatomy XSeries, you’ll learn about the various digestive, endocrine, and reproductive organs, their functions, and pathways of nerves and blood vessels serving these organs. Clinical correlations and vignettes will be used to highlight the importance of these anatomical structures and their relationships. Images and videos from cadaveric and artistic materials will be used to illustrate these concepts.
- Subjects:
- Health Sciences
- Keywords:
- Endocrinology Human anatomy Gastrointestinal system Human reproduction
- Resource Type:
- MOOC
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MOOC
In this anatomy course, part of the Anatomy Specialization, you will explore the interactive relationships of the cardiovascular, respiratory and urinary systems, and the roles they play in your body.This course is a primer for the cardiovascular, respiratory, and urinary systems in which students learn the pertinent details of the structures and functions through a combination of lectures, videos, labeling activities and quizzes. In this course, you will learn the basic structure and function of the cardiovascular system, the basic structure and function of the respiratory system, and the basic structure and function of the urinary system.
- Course related:
- HSS2011 Human Anatomy
- Subjects:
- Health Sciences
- Keywords:
- Human anatomy Cardiovascular system Digestive organs Respiratory organs
- Resource Type:
- MOOC
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MOOC
In this anatomy course, part of the Anatomy XSeries, you will be introduced to the central and peripheral nervous systems. You will learn about basic neuroanatomy, sensory pathways, motor pathways and the autonomic nervous system. The course includes illustrated lecture videos and quizzes to help you expand and test your knowledge of the nervous system. By the end of this course, you will have a better understanding of how the entire body influences, and is influenced, by the nervous system.
- Course related:
- RS3030 Clinical Neurology & Neuroscience
- Subjects:
- Health Sciences
- Keywords:
- Nervous system Neuroanatomy
- Resource Type:
- MOOC
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e-book
Mayer, Warner, Siedel and Lieberman's Government Regulation and the Legal Environment of Business is an up-to-date textbook that covers legal issues that students must understand in today's highly regulated business environment. The text is organized to permit instructors to tailor the materials to their particular approach. The authors take special care to engage students by relating law to everyday events with their clear, concise and readable style. After introductory chapters covering the legal environment of business, Government Regulation and the Legal Environment of Business provides students with context and essential legal concepts relating to contracts, consumer credit transactions, bankruptcy, intellectual property, securities regulation, regulation of real estate, antitrust, unfair trade practices, employment law and labor relations. The text provides the vocabulary and legal savvy they will need to talk in an educated way to customers, suppliers, employees, creditors, shareholders, government regulators and other stakeholders — and to their own lawyers.
- Subjects:
- Law and Legislation
- Keywords:
- Business United States Law Textbooks
- Resource Type:
- e-book
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e-book
I never seemed to find the perfect data-oriented Python book for my course, so I set out to write just such a book. Luckily at a faculty meeting three weeks before I was about to start my new book from scratch over the holiday break, Dr. Atul Prakash showed me the Think Python book which he had used to teach his Python course that semester. It is a well-written Computer Science text with a focus on short, direct explanations and ease of learning.The overall book structure has been changed to get to doing data analysis problems as quickly as possible and have a series of running examples and exercises about data analysis from the very beginning. Chapters 2–10 are similar to the Think Python book, but there have been major changes. Number-oriented examples and exercises have been replaced with data- oriented exercises. Topics are presented in the order needed to build increasingly sophisticated data analysis solutions. Some topics like try and except are pulled forward and presented as part of the chapter on conditionals. Functions are given very light treatment until they are needed to handle program complexity rather than introduced as an early lesson in abstraction. Nearly all user-defined functions have been removed from the example code and exercises outside of Chapter 4. The word “recursion”1 does not appear in the book at all. In chapters 1 and 11–16, all of the material is brand new, focusing on real-world uses and simple examples of Python for data analysis including regular expressions for searching and parsing, automating tasks on your computer, retrieving data across the network, scraping web pages for data, object-oriented programming, using web services, parsing XML and JSON data, creating and using databases using Structured Query Language, and visualizing data. The ultimate goal of all of these changes is a shift from a Computer Science to an Informatics focus is to only include topics into a first technology class that can be useful even if one chooses not to become a professional programmer.
- Subjects:
- Computing
- Keywords:
- Computer programming Programming languages (Electronic computers) Textbooks Python (Computer program language)
- Resource Type:
- e-book
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e-book
Legal Aspects of Marketing and Sales is an up-to-date textbook that covers legal issues that students who will work in marketing or with marketing managers must understand. The text is organized to permit instructors to tailor the materials to their particular approach. The authors take special care to engage students by relating law to everyday events with their clear, concise and readable style. After introductory chapters covering the legal environment of business, Legal Aspects of Marketing and Sales provides students with context and essential legal concepts relating to contracts, sales, intellectual property, antitrust law and unfair trade practices. The text provides the vocabulary and legal savvy they will need to talk in an educated way to customers, suppliers, shareholders, government regulators and other stakeholders — and to their own lawyers.
- Subjects:
- Marketing and Law and Legislation
- Keywords:
- Marketing -- Law legislation United States Textbooks
- Resource Type:
- e-book
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e-book
Legal Aspects of Corporate Management and Finance is an up-to-date textbook that covers key legal issues relating to corporate management and finance. The text is organized to permit instructors to tailor the materials to their particular approach. The authors take special care to engage students by relating law to everyday events with their clear, concise and readable style. After introductory chapters covering the legal environment of business, Legal Aspects of Corporate Management and Finance provides students with context and essential legal concepts relating to contracts, agency law, partnerships, corporations, commercial paper, debtors and creditors. The text provides the vocabulary and legal savvy students will need to talk in an educated way to customers, suppliers, employees, creditors, shareholders, government regulators and other stakeholders — and to their own lawyers.
- Subjects:
- Management, Finance, and Law and Legislation
- Keywords:
- Corporations -- Finance -- Law legislation United States Corporation law Textbooks
- Resource Type:
- e-book
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e-book
Law of Commercial Transactions is an up-to-date textbook that covers legal issues that students who engage in commercial transactions must understand. The text is organized to permit instructors to tailor the materials to their particular approach. The authors take special care to engage students by relating law to everyday events with their clear, concise and readable style. After introductory chapters covering the legal environment of business, Law of Commercial Transactions provides students with context and essential legal concepts relating to key commercial transactions topics: contracts, sales, commercial paper, debtors and creditors. The text provides the vocabulary and legal savvy students will need to talk in an educated way to customers, suppliers, creditors, government regulators and other stakeholders — and to their own lawyers.
- Subjects:
- Management and Law and Legislation
- Keywords:
- Commercial law United States Textbooks
- Resource Type:
- e-book
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e-book
Law for Entrepreneurs is an up-to-date textbook that covers the broad spectrum of legal issues that entrepreneurs must understand when starting and running a business. The text is organized to permit instructors to tailor the materials to their particular approach. The authors take special care to engage students by relating law to everyday events with their clear, concise and readable style. After introductory chapters covering the legal environment of business, Law for Entrepreneurs provides students with context and essential legal concepts relating to contracts, product liability, intellectual property, insurance, agency law, partnerships, corporations, and employment law. The text provides the vocabulary and legal savvy that entrepreneurs need to talk in an educated way to customers, suppliers, employees, creditors, shareholders, government regulators and other stakeholders — and to their own lawyers.
- Subjects:
- Management and Law and Legislation
- Keywords:
- Business enterprises -- Law legislation Commercial law United States Textbooks
- Resource Type:
- e-book
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e-book
Introduction to the Law of Property, Estate Planning and Insurance is an up-to-date textbook that covers legal issues that students must understand relating to real estate (an especially important business asset), as well as estate planning and insurance. The text is organized to permit instructors to tailor the materials to their particular approach. The authors take special care to engage students by relating law to everyday events with their clear, concise and readable style. After introductory chapters covering the legal environment of business, Introduction to the Law of Property, Estate Planning and Insurance provides students with context and essential legal concepts relating to property rights and duties, estate planning, insurance, secured transactions, mortgages, and related topics. The text provides the vocabulary and legal savvy they will need when working with these concepts, which are critical to business planning and success.
- Subjects:
- Management, Law and Legislation, and Building and Real Estate
- Keywords:
- Real property Real estate business -- Law legislation Estate planning United States Insurance Textbooks
- Resource Type:
- e-book
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e-book
This textbook provides context and essential concepts across the entire range of legal issues with whichmanagers and business executives must grapple. The text provides the vocabulary and legal acumennecessary for businesspeople to talk in an educated way to their customers, employees, suppliers,government officials—and to their own lawyers. Traditional publishers often create confusion among customers in the text selection process by offering ahuge array of publications. Once a text is selected, customers might still have to customize the text to meettheir needs. For example, publishers usually offer books that include either case summaries or excerptedcases, but some instructors prefer to combine case summaries with a few excerpted cases so that studentscan experience reading original material. Likewise, the manner in which most conventional textsincorporate video is cumbersome because the videos are contained in a separate library, which makesaccess more complicating for instructors and students.
- Subjects:
- Marketing and Law and Legislation
- Keywords:
- Commercial law United States Textbooks
- Resource Type:
- e-book
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e-book
Mayer, Warner, Siedel and Lieberman's Advanced Business Law and the Legal Environment is an up-to-date textbook with coverage of legal and regulatory issues that are more technical than the topics in the authors' Foundations of Business Law and the Legal Environment. Appropriate for students who have already taken an introductory Legal Environment or Business Law course, the text is organized to permit instructors to tailor the materials to their particular approach. The authors take special care to engage students by relating law to everyday events with which they are already familiar with their clear, concise and readable style. Advanced Business Law and the Legal Environment provides students with context and essential legal concepts relating to the Uniform Commercial Code and various aspects of property law. The text provides the vocabulary and legal savvy necessary for business people to talk in an educated way to their customers, employees, suppliers, and other stakeholders — and to their own lawyers.
- Subjects:
- Law and Legislation
- Keywords:
- Commercial law United States Textbooks
- Resource Type:
- e-book
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MOOC
reviews a range of survey data collection methods that are both interview-based (face-to-face and telephone) and self-administered (paper questionnaires that are mailed and those that are implemented online, i.e. as web surveys).
- Subjects:
- Statistics and Research Methods
- Keywords:
- Qualitative research Quantitative research Social sciences -- Research -- Methodology
- Resource Type:
- MOOC
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MOOC
basics of questionnaire design, data collection methods, sampling design, dealing with missing values, making estimates, combining data from different sources, and the analysis of survey data.
- Subjects:
- Statistics and Research Methods
- Keywords:
- Social surveys -- Methodology Social sciences -- Research -- Methodology
- Resource Type:
- MOOC
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MOOC
over the basic elements of designing and evaluating questionnaires.
- Subjects:
- Statistics and Research Methods
- Keywords:
- Social surveys Social sciences -- Research Questionnaires -- Methodology
- Resource Type:
- MOOC
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Video
alterative pain control
- Subjects:
- Nursing and Rehabilitation Sciences
- Keywords:
- Pain -- Treatment
- Resource Type:
- Video
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Courseware
Math 679 is a graduate level mathematics course whose purpose is to prove Mazur's theorem (link is external). Mazur's theorem is a well-known and important result, however it is not often taught in classroom settings. The course is divided into three parts: elliptic curves and abelian varieties, moduli of elliptic curves, and proof of Mazur’s theorem.
- Keywords:
- Abelian varieties Curves Algebraic Curves Elliptic
- Resource Type:
- Courseware
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Courseware
CHEM 216 builds on the experimental approach started in CHEM 211. Students participate in planning exactly what they are going to do in the laboratory by being given general goals and directions that have to be adapted to fit the specific project they will be working on. They use microscale equipment, which requires them to develop manual dexterity and care in working in the laboratory. They also evaluate the results of their experiments by checking for identity and purity using various chromatographic and spectroscopic methods.
- Subjects:
- Laboratory Techniques and Safety and Chemistry
- Keywords:
- Chemical laboratories Chemistry Organic Chemical laboratories -- Technique Organic compounds -- Synthesis
- Resource Type:
- Courseware
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Courseware
The focus of this guided inquiry laboratory is to foster critical thinking that allows students to design, perform, and interpret experiments. In addition, the student acquires technical skills that are required for further advancement in experimental sciences. Although an ability to collect and analyze data in a quantitative manner is developed, the emphasis of the course is to provide a qualitative understanding of the basic concepts of chemistry. This is accomplished by demonstrating that chemical principles are derived from experimental data. The goal is to provide students both with a more accurate picture of the scientific process and with skills that are relevant to solving real life problems.
- Subjects:
- Laboratory Techniques and Safety and Chemistry
- Keywords:
- Chemical laboratories Chemical laboratories -- Technique Chemistry
- Resource Type:
- Courseware
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Courseware
Currently offered in Fall and Winter semesters at the University of Michigan College of Engineering (Ann Arbor, MI), this survey course provides a general introduction to the engineering design process – spanning core topics from problem definition through prototyping and testing, as well as other important considerations such as sustainability, failure analysis, and engineering economics. In some semesters, select lectures have been delivered via screencast prior to class, with corresponding lecture times then involving a complementary or a reinforcing activity. This particular Section of Engineering 100 emphasizes multidisciplinary design, entrepreneurship, and benefitting people's quality of life.
- Keywords:
- Engineering design
- Resource Type:
- Courseware
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Courseware
HMP 607 is the third in a three-course sequence intended to impart to generalist administrators the knowledge of finance and accounting necessary to manage health care organizations. The first course, HMP 608, covers financial accounting. The second course, HMP 606, focuses on managerial accounting topics. This third course concentrates on corporate finance topics. It aims to impart an understanding of how finance theory and practice can inform the decision-making of the health care firm. As such, HMP 607 is most appropriately considered a corporate finance course, as opposed to a course in financial markets. In addition, it will integrate corporate finance and accounting theories, institutional knowledge of health care finance, and applications to specific problems.
- Subjects:
- Management of Health Care Services
- Keywords:
- Health facilities Finance Corporations -- Finance
- Resource Type:
- Courseware
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Courseware
Systematic reviews and meta-analyses are useful for evidence-based clinical and public health practice. The widespread and growing application of systematic review methods for the synthesis of evidence on important or pressing research and clinical questions underscore the need for health-care professionals to understand and critique this research design. This course will provide a detailed description of the systematic review process, discuss the strengths and limitations of the method, and provide step-by-step guidance on how to actually perform a systematic review and meta-analysis. Specific topics to be covered include: formulation of the review question, searching of literature, quality assessment of studies, data extraction, meta-analytic methods, assessment of heterogeneity and report writing. The course will also cover statistical issues such as selection of statistical models for meta-analysis, practical examples of fixed and random effects models, best evidence syntheses (qualitative systematic reviews) as well as examples of methods to evaluate heterogeneity and publication bias. STATA statistical software will be used to perform meta-analysis during the computer lab, along with tutorials on how to effectively use tools such as PubMed for conducting reviews.
- Subjects:
- Statistics and Research Methods
- Keywords:
- Meta-analysis Research -- Methodology Systematic reviews (Medical research)
- Resource Type:
- Courseware
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Courseware
The primary goal of this course is to promote an evidence-based approach to advanced nursing practice. Evidenced-based research findings for nursing practice will be evaluated in terms of racial, ethnic, and socioeconomic relevance. An understanding of the research process, applicable theories, organizational dynamics, and leadership functions are applied to design and process of implementing research in health care settings.
- Subjects:
- Statistics and Research Methods and Nursing
- Keywords:
- Nursing -- Research -- Methodology Evidence-based nursing
- Resource Type:
- Courseware
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Courseware
This course introduces the student to global health concepts and the network of organizations working to advance health care internationally. Emphasis for this course is on the global burden of disease and determinates of health. It will provide the student with a broad introduction to programs, systems and policies affecting global health. Students will explore facets of the global health care delivery system, health care economics and the political process and its impact on the health of individuals and populations.
- Subjects:
- Public Health
- Keywords:
- Medical economics Public health administration World health Children -- Health hygiene
- Resource Type:
- Courseware
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Courseware
The conceptual structure for the course derives from the statement below that expresses the purpose of health informatics. Health informatics applies to a wide range of health-related application domains a set of methods (drawn from the informational and behavioral sciences) to create and study informational resources that support the health-related activities of people (individuals and groups) in these domains. The methods employed in health informatics derive from both the computational/informational sciences and the behavioral/social sciences. This course, as an initial immersion into the field of health informatics, will examine the domains, methods, and classes of information resources that, together, create the scaffolding of the field.
- Subjects:
- Health Technology and Informatics
- Keywords:
- Medical informatics
- Resource Type:
- Courseware
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Courseware
Statistics is the science that turns data into information and information into knowledge. This class covers applied statistical methodology from an analysis-of-data viewpoint. Topics covered include frequency distributions; measures of location; mean, median, mode; measures of dispersion; variance; graphic presentation; elementary probability; populations and samples; sampling distributions; one sample univariate inference problems, and two sample problems; categorical data; regression and correlation; and analysis of variance. Use of computers in data analysis is also explored.
- Subjects:
- Mathematics and Statistics
- Keywords:
- Statistics
- Resource Type:
- Courseware