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e-book
A perfect introduction to the exploding field of Data Science for the curious, first-time student. The author brings his trademark conversational tone to the important pillars of the discipline: exploratory data analysis, choices for structuring data, causality, machine learning principles, and introductory Python programming using open-source Jupyter Notebooks. This engaging read will allow any dedicated learner to build the skills necessary to contribute to the Data Science revolution, regardless of background.
- Subjects:
- Computing
- Keywords:
- Data mining Computer science Artificial intelligence Textbooks
- Resource Type:
- e-book
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e-book
This book is for those whose financial management focus is on small businesses. For you, we adapt the traditional financial management themes emphasized in corporate financial management courses to meet the needs of small businesses. Many financial managers of small businesses come from farms or agribusinesses. Others are interested in working for or starting businesses in the food or retail sectors. In most cases, these businesses aren’t organized as C-corporations impacting things like taxes, depreciation, and legal requirements around compiling and reporting financial data. They are rarely publicly traded which creates unique constraints to raising debt and equity capital and calculating required risk-adjusted returns.
- Subjects:
- Finance
- Keywords:
- Small business -- Finance Textbooks
- Resource Type:
- e-book
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e-book
This book is based on the idea that there is a particular framework used by economists to interpret observed reality. This framework has been called the economic way of thinking, the economic approach, and the method of economics. This book is different from the many other books that attempt to teach microeconomics in three ways: It explicitly applies the recipe of the economic approach in every example. It uses concrete examples via Microsoft Excel in every application, which enables the reader to manipulate live graphs and learn numerical methods of optimization. The majority of the content is in the Excel workbooks which the reader uses to create meaning. You learn by doing, not by reading.
- Subjects:
- Economics
- Keywords:
- Microeconomics Textbooks
- Resource Type:
- e-book
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e-book
Welcome to the wonderful world of microbiology! Yay! So. What is microbiology? If we break the word down it translates to “the study of small life,” where the small life refers to microorganisms or microbes. But who are the microbes? And how small are they? Generally microbes can be divided in to two categories: the cellular microbes (or organisms) and the acellular microbes (or agents). In the cellular camp we have the bacteria, the archaea, the fungi, and the protists (a bit of a grab bag composed of algae, protozoa, slime molds, and water molds). Cellular microbes can be either unicellular, where one cell is the entire organism, or multicellular, where hundreds, thousands or even billions of cells can make up the entire organism. In the acellular camp we have the viruses and other infectious agents, such as prions and viroids. In this textbook the focus will be on the bacteria and archaea (traditionally known as the “prokaryotes,”) and the viruses and other acellular agents.
- Subjects:
- Biology
- Keywords:
- Microbiology Textbooks
- Resource Type:
- e-book
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e-book
With much of the world gone digital, learning to create documents that are accessible to everyone is becoming a necessary skill. Intended for a general audience, this free resource reviews a wide range of document authoring applications, including the tools they contain for creating accessible documents, and tests them to ensure they do not contain potential barriers. Learn how to create accessible word processed documents, spreadsheets, presentation slides, and PDF documents, among others, so they are accessible to everyone.
- Subjects:
- Computing
- Keywords:
- Textbooks Accessible Web sites for people with disabilities
- Resource Type:
- e-book
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e-book
Relativity Lite is designed for courses like my 100-student General Astronomy sequence. Relativity Lite translates the mathematical equations conventional relativity texts rely upon into pictures that are readily understood and contain within them the mathematical essentials. This new book would provide the comprehensive coverage needed to understand, in sufficient depth, these three linked areas of our reality.
- Subjects:
- Physics
- Keywords:
- General relativity (Physics) Special relativity (Physics) Textbooks Astronomy
- Resource Type:
- e-book
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e-book
Think Java is a hands-on introduction to computer science and programming used by many universities and high schools around the world. Its conciseness, emphasis on vocabulary, and informal tone make it particularly appealing for readers with little or no experience. The book starts with the most basic programming concepts and gradually works its way to advanced object-oriented techniques. In this fully updated and expanded edition, authors Allen Downey and Chris Mayfield introduce programming as a means for solving interesting problems. Each chapter presents material for one week of a college course and includes exercises to help you practice what you’ve learned. Along the way, you’ll see nearly every topic required for the AP Computer Science A exam and Java SE Programmer I certification.
- Subjects:
- Computing
- Keywords:
- Java (Computer program language) Computer programming Programming languages (Electronic computers) Textbooks
- Resource Type:
- e-book
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Others
If you’re a college student, you will probably have to write at least one college-level research paper before you graduate. Writing a good research paper can be daunting if you have never done it before. We’re here to help. This guide walks you through everything you need to do to write an effective, impactful research paper . . . and get the good grade you’re after! Here are the steps and resources you need to write a strong research paper, as well as a checklist to go over to be sure you wrote a good paper. Research writing can be a challenge, but with a little practice, it can become an important part of your academic and professional toolkit.
- Course related:
- ISE549 Management of Innovation and Technology
- Keywords:
- Report writing
- Resource Type:
- Others
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Video
This video is a step-by-step guide on how to find journal articles on the Hong Kong Polytechnic University Library’s OneSearch platform.
- Keywords:
- Online library catalogs Electronic information resource searching Online bibliographic searching
- Resource Type:
- Video
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Video
This video is a step-by-step guide on how to find both electronic and print books on the Hong Kong Polytechnic University Library’s OneSearch platform.
- Keywords:
- Online library catalogs Online bibliographic searching Library catalogs
- Resource Type:
- Video