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Video
Gradient Descent is the workhorse behind most of Machine Learning. When you fit a machine learning method to a training dataset, you're probably using Gradient Descent. It can optimize parameters in a wide variety of settings. Since it's so fundamental to Machine Learning, I decided to make a "step-by-step" video that shows you exactly how it works.
- Course related:
- COMP4434 Big Data Analytics
- Subjects:
- Computing
- Keywords:
- Machine learning Computer algorithms
- Resource Type:
- Video
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Video
We've learned about bones and the skeletal system, but bones are so hard, so why are our bodies so bendy and flexible? The answer is joints! Joints let our bodies move in all the way they do, and they are many different types, so let's check out their structures now.
- Course related:
- RS2040 Functional Anatomy
- Subjects:
- Health Sciences and Rehabilitation Sciences
- Keywords:
- Joints Joints -- Range of motion Musculoskeletal system
- Resource Type:
- Video
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Video
How does a Drinking water treatment process work?, Drinking water treatment plant process animation: Here working of drinking treatment plants with detailed drinking water treatment processes and unit operations are discussed. Drinking water from the river, pond or local water bodies comes in drinking water treatment plants through various water treatment processes, like aeration, coagulation, filtration, and disinfection, etc. The aim of drinking water treatment is to produce and maintain water that is hygienically safe, aesthetically attractive and palatable in an economical manner. Thus, Before arriving at your tap, drinking water is treated in the drinking water treatment plant.
- Course related:
- CSE30641 Water and Wastewater Treatment Techniques
- Subjects:
- Environmental Engineering
- Keywords:
- Drinking water Water quality management Water treatment plants
- Resource Type:
- Video
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Video
Event Date: 22/11/2019
Facilitator(s): Dave Gatrell (EDC), Anthony Ho (EDC), Kong Chau (EDC)
- Subjects:
- Educational Resources
- Keywords:
- Educational technology Video recordings -- Production direction -- Study teaching Web-based instruction
- Resource Type:
- Video
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e-book
A modules-based approach to learning research skills that emphasizes the reflective nature of information discovery, the contextual basis for evaluating that information, and a recognition that information has value.
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e-book
This textbook includes basic principles of large animal surgery and anesthesia, how to apply those principles to cases and situations, and discover ways of finding answers when you don’t remember the information, are presented with cases that aren’t “textbook” and/or things don’t go as planned.
- Keywords:
- Veterinary surgery Textbooks
- Resource Type:
- e-book
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e-book
We wanted this casebook to be as easy to use and understand as possible. Accordingly, we included not only cases, but also the text of the rules and restatements, as well as concise explanations of the relevant law. Each chapter of the book addresses a different issue, in the following format. First, it clearly and concisely explains the relevant law governing that issue. Then provides the relevant text of any statutes, Model Rules, sections of the Restatement of the Law Governing Lawyers, or other sources, with a link to an open-source versions of the full text, when available. It provides one or more heavily edited cases intended to illustrate the application of the law at issue, with a link to an open-source version of the full text of the case. Each case is preceded by a brief summary of its facts, reasoning, and holding, and followed by questions intended to indicate subjects for further investigation or discussion. And finally, it includes citations to law review articles and other materials relevant to the law at issue, with links to open-source versions of those materials, when available. This casebook covers a wide range of different subjects related to the professional responsibility of attorneys. While it is possible to cover all of this material in a three credit-hour course, you may wish to omit some subjects. You may also wish to supplement the materials in this casebook with additional materials. We encourage you to use this casebook in any way that you like.
- Keywords:
- Legal ethics United States Lawyers -- Discipline
- Resource Type:
- e-book
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e-book
This volume provides readers with methods, case stories, and strategies related to Hybrid-Flexible (HyFlex) course design so that they may make decisions about using it themselves and even begin their own HyFlex course (re)design. More specifically, based on the needs identified for their course(s), readers will be able to a) determine if and how HyFlex course design could help them solve critical needs, b) take advantage of emerging opportunities to improve their education practice, enabling them to better serve more students, c) gain an awareness of the HyFlex design, d) find their own innovative HyFlex solution to their specific challenges, and e) begin the HyFlex implementation process using strategies similar to those used by instructors described in this book. The volume describes the fundamental principles of HyFlex design, explains a process for design and development, and discusses implementation factors that instructors have experienced in various higher education institutions. These factors include the drivers, the variations in implementation approaches and constraints, and the results (e.g., student scores, student satisfaction). A series of worksheets provides specific guidance that can be used by individuals or teams engaging in HyFlex design projects at their own institution. Case reports from institutions and faculty who have successfully implemented HyFlex-style courses provide a rich set of real-world stories to draw insights for a reader’s own design setting.
- Keywords:
- Blended learning Flipped classrooms Textbooks
- Resource Type:
- e-book
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e-book
This book is not intended for budding mathematicians. It was created for a math program in which most of the students in upper-level math classes are planning to become secondary school teachers. For such students, conventional abstract algebra texts are practically incomprehensible, both in style and in content. Faced with this situation, we decided to create a book that our students could actually read for themselves. In this way we have been able to dedicate class time to problem-solving and personal interaction rather than rehashing the same material in lecture format.
- Subjects:
- Mathematics and Statistics
- Keywords:
- Algebra Abstract Textbooks
- Resource Type:
- e-book
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e-book
This textbook provides the novice learner with a foundational understanding of Canada’s 2019 Food Guide and Food Labelling. It highlights important considerations for future health professionals seeking to adopt the new food guide into their practice, including strategies towards healthy eating. This open textbook underscores a relational inquiry approach to inform discussions with clients about nutrition and healthy eating.
- Subjects:
- Nursing
- Keywords:
- Textbooks Canada Food -- Labeling -- Law legislation Food -- Labeling
- Resource Type:
- e-book