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The purpose of this book is to provide an up-to-date and systematical introduction to the principles and algorithms of machine learning. The definition of learning is broad enough to include most tasks that we commonly call “learning” tasks, as we use the word in daily life. It is also broad enough to encompass computers that improve from experience in quite straightforward ways. The book will be of interest to industrial engineers and scientists as well as academics who wish to pursue machine learning. The book is intended for both graduate and postgraduate students in fields such as computer science, cybernetics, system sciences, engineering, statistics, and social sciences, and as a reference for software professionals and practitioners. The wide scope of the book provides a good introduction to many approaches of machine learning, and it is also the source of useful bibliographical information.
- Course related:
- COMP4432 Machine Learning
- Subjects:
- Computing
- Keywords:
- Machine learning
- Resource Type:
- e-book
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e-book
This book includes nine chapters that demonstrate the multi-disciplinary character of the air traffic control domain.
- Subjects:
- Aeronautical and Aviation Engineering
- Keywords:
- Air traffic control
- Resource Type:
- e-book
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e-book
The content of the book has been structured into four technical research sections with total of 18 chapters written by well recognized researchers worldwide. These sections are: 1. process and performance management and their measurement methods, 2. management of manufacturing processes with the aim to be quickly adaptable after real situation demands and their control, 3. quality management information and communication systems, their integration and risk management, 4. management processes of healthcare and water, construction and demolition waste problems and integration of environmental processes into management decisions.
- Subjects:
- Management and Industrial and Systems Engineering
- Keywords:
- Industrial management Workflow -- Management
- Resource Type:
- e-book
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e-book
International Finance Theory and Policy is built on Steve Suranovic's belief that to understand the international economy, students need to learn how economic models are applied to real world problems. It is true what they say, that ”economists do it with models.“ That's because economic models provide insights about the world that are simply not obtainable solely by discussion of the issues. International Finance Theory and Policy develops a unified model of the international macroeconomy. The text provides detailed descriptions of major macroeconomic variables, covers the interest rate parity and purchasing power parity theories of exchange rate determination, takes an exhaustive look at the pros and cons of trade imbalances and presents the well-known AA-DD model to explore the effects of fiscal and monetary policy under both fixed and flexible exchange rates. The models are developed, not by employing advanced mathematics, but rather by walking students through a detailed description of how a model's assumptions influence its conclusions. But more importantly, each model and theory is connected to real world policy issues. The Finance Text has the following unique features: o Begins with an historical overview of the international macroeconomy to provide context for the theory. o Concludes with a detailed discussion of the pros and cons of fixed and floating exchange rate systems. o Provides an extensive look at the issue of trade imbalances. Readers learn techniques to evaluate whether a country's trade deficit (or surplus) is dangerous, beneficial, or benign. o Explains how purchasing power parity is used to make cross country income comparisons. o Offers clear detailed explanations of the AA-DD model. o Applies the AA-DD model to understand the effects of monetary and fiscal policy on GDP, the exchange rate, and the trade balance. International Finance Theory and Policy by Steve Suranovic is intended for a one-semester course in International Finance. After March 2010, you can check out the entire book online or request a desk copy.
- Subjects:
- Finance
- Keywords:
- Foreign exchange International finance Textbooks
- Resource Type:
- e-book
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e-book
The Power of Selling is the perfect textbook to teach students about the proven process of selling. More important, it teaches students how to apply the tenets of selling to how to sell themselves and get the job they want, with the same process professional sales people learn (or brush up) on their own selling skills. What makes someone successful in sales? Are great sales people born or made? Is there one magic selling process, or does the process change based on the business‚ or the customer? How can the selling process really come alive for students in the classroom? How do students learn how to sell for life, not just for a course? The Power of Selling by Kim Richmond answers these questions and makes the principles of selling come alive. Kim looks at the topic of selling through a different lens, and provides inspiration and ideas. The Power of Selling provides an exciting and interactive experience for both professors and students through the use of 4 unique elements: 1. Content The content is based on the core selling tenets so instructors will find the familiar principles of selling. In addition, the impact of Sales 2.0 is addressed at every stage including how to use interactive tools such as Twitter, LinkedIn, Facebook, blogs, and wikis effectively. 2. Selling U: The last section of each chapter is called Selling U. It applies the concepts covered in the chapter to a student's job search. Selling U topics include how to think about yourself as a brand, how to create a powerful cover letter and resume, how to create your personal elevator pitch, how to use networking and informational interviews to get the word out about your brand, how to prepare and dress for an interview, and how to negotiate and accept the right job offer. What makes The Power of Selling different is that Selling U is integrated into every chapter, which makes this text the ultimate guide to selling yourself. 3. Video Resources:Videos are used throughout the book. Additional videos that are not included in the text are available for instructor use. Here are videos that are available: … Video Ride-alongs — One of the best ways to learn about sales is by going on ride-alongs. So every chapter starts with an exclusive feature called a Video Ride-along. These short videos feature seven different sales professionals — one that starts each chapter. Each one talks about how he or she applies one of the key concepts covered in the chapter in their job. These videos are designed to be ”virtual ride-alongs“ so the students can actually feel as though they are getting insights first hand from selling professionals. … Over 50 videos are included featuring the sales professionals who are highlighted in the Video Ride-alongs. About half of the videos are used in the textbook. The balance are available for instructor use. Several are included in Video Learning Segments (see below). These videos are excellent resources for use in the classroom, exercises, and assignments. … Video Learning Segments In addition to the traditional supplements of Instructor Manual, PowerPoints, and Test Bank, there are also Video Learning Segments. These are PowerPoint slides embedded with videos designed to supplement the course PowerPoints and focus on one concept, like an ethical dilemma, pre-call preparation, or effective presentations, how to use email effectively. Each segment includes slides, videos, discussion questions, or exercises. 4. The Power of Selling LinkedIn Group. This group was created on LinkedIn.com expressly as a resource for the faculty and students who use this textbook. The group includes sales professionals from across the country and from different industries. This is a great tool for faculty and students alike to network, participate in discussions, ask questions, and connect with ”real world“ selling professionals. Kim Richmond's The Power of Selling is a fresh, interactive, and applied textbook intended for all introductory and sales, selling and salesmanship courses. If you're ready to prepare your ”students of selling“ for all that lies ahead in their professional career—you're ready for this book. Check it out.
- Subjects:
- Marketing
- Keywords:
- Sales personnel Selling Textbooks Success in business
- Resource Type:
- e-book
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e-book
This text was designed for use in the human osteology laboratory classroom. Bones are described to aid in identification of skeletonized remains in either an archaeological or forensic anthropology setting. Basic techniques for siding, aging, sexing, and stature estimation are described. Both images of bone and drawings are included which may be used for study purposes outside of the classroom. The text represents work that has been developed over more than 30 years by its various authors and is meant to present students with the basic analytical tools for the study of human osteology.
- Subjects:
- Anthropology
- Keywords:
- Skeleton Physical anthropology Textbooks Bones
- Resource Type:
- e-book
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e-book
Introductory Business Statistics with Interactive Spreadsheets – 1st Canadian Edition is an adaptation of Thomas K. Tiemann's book, Introductory Business Statistics. This new edition still contains the basic ideas behind statistics, such as populations, samples, the difference between data and information, and sampling distributions as well as information on descriptive statistics and frequency distributions, normal and t-distributions, hypothesis testing, t-tests, f-tests, analysis of variance, non-parametric tests, and regression basics. New topics include the chi-square test and categorical variables, null and alternative hypotheses for the test of independence, simple linear regression model, least squares method, coefficient of determination, confidence interval for the average of the dependent variable, and prediction interval for a specific value of the dependent variable. This new edition also allows readers to learn the basic and most commonly applied statistical techniques in business in an interactive way — when using the web version — through interactive Excel spreadsheets. For each topic, a customized interactive template has been created within which selected values can be repeatedly changed to observe how the entire process, as well as the outcomes, are automatically adjusted. Also, in this adapted edition, the real-world examples throughout the text, and the information in general, have been revised to reflect Canadian content.
- Subjects:
- Management and Statistics and Research Methods
- Keywords:
- Business -- Decision making Textbooks Microsoft Excel (Computer file) Commercial statistics
- Resource Type:
- e-book
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e-book
The purpose of this book is to teach new programmers and scientists about the basics of High Performance Computing. Too many parallel and high performance computing books focus on the architecture, theory and computer science surrounding HPC. This book speaks to the practicing chemistry student, physicist, or biologist who need to write and run their programs as part of their research.
- Subjects:
- Computing
- Keywords:
- High performance computing Textbooks
- Resource Type:
- e-book
-
e-book
International Trade: Theory and Policy is built on Steve Suranovic's belief that to understand the international economy, students need to learn how economic models are applied to real world problems. It is true what they say, that ”economists do it with models.“ That's because economic models provide insights about the world that are simply not obtainable solely by discussion of the issues. International Trade: Theory and Policy presents a variety of international trade models including the Ricardian model, the Heckscher-Ohlin model, and the monopolistic competition model. It includes trade policy analysis in both perfectly competitive and imperfectly competitive markets. The text also addresses current issues such as free trade area formation and administered protection policies. The models are developed, not by employing advanced mathematics, but rather by walking students through a detailed description of how a model's assumptions influence its conclusions. But more importantly, each model and theory is connected to real world policy issues. The main purpose of the text is to provide a thorough grounding in the arguments concerning the age-old debate about free trade versus protectionism. This text has the following unique features: The text begins with an historical overview of trade policy issues to provide context for the theory. The text concludes with a detailed economic argument supporting free trade.The welfare analysis in the Ricardian, Heckscher-Ohlin and specific factors models emphasize the redistributive effects of free trade by calculating changes in real incomes.The trade policy chapter provides a comprehensive look at many more trade policies than are found in a printed textbook. A chapter about domestic policies contains an evaluation of domestic taxes and subsidies that are often ignored in traditional trade textbooks but are increasingly important as large countries complain more about each other's domestic agriculture policies and labor and environmental policies. The text uses the theory of the second-best to explain why protection can improve national welfare. This well-known theoretical result is rarely presented as methodically and consistently as it is in this text. International Trade: Theory and Policy by Steve Suranovic is intended for a one-semester course in International Trade. After April 2010, you can check out the entire book online or request a desk copy.
- Subjects:
- International Trade
- Keywords:
- International trade Textbooks
- Resource Type:
- e-book
-
e-book
Volumes in Writing Spaces: Readings on Writing offer multiple perspectives on a wide-range of topics about writing, much like the modelmade famous by Wendy Bishop's “The Subject Is . . .” series. In eachchapter, authors present their unique views, insights, and strategies forwriting by addressing the undergraduate reader directly. Drawing ontheir own experiences, these teachers-as-writers invite students to joinin the larger conversation about developing nearly every aspect of thecraft of writing. Consequently, each essay functions as a standalonetext that can easily complement other selected readings in writing orwriting-intensive courses across the disciplines at any level. Topics in Volume 1 of the series include academic writing, how to interpret writing assignments, motives for writing, rhetorical analysis, revision, invention, writing centers, argumentation, narrative, reflective writing, Wikipedia, patchwriting, collaboration, and genres.
- Subjects:
- English Language
- Keywords:
- Textbooks English language -- Rhetoric
- Resource Type:
- e-book
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