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Russell Cooper and Andrew John have written an economics text aimed directly at students from its very inception. You're thinking, ”Yeah, sure. I've heard that before.“ This textbook, Macroeconomics: Theory Through Applications, centers around student needs and expectations through two premises: … Students are motivated to study economics if they see that it relates to their own lives. … Students learn best from an inductive approach, in which they are first confronted with a problem, and then led through the process of solving that problem. Many books claim to present economics in a way that is digestible for students; Russell and Andrew have truly created one from scratch. This textbook will assist you in increasing students' economic literacy both by developing their aptitude for economic thinking and by presenting key insights about economics that every educated individual should know. How? Russell and Andrew have done three things in this text to accomplish that goal: 1. Applications Ahead of Theory: They present all the theory that is standard in Principles books. But by beginning with applications, students get to learn why this theory is needed. The authors take the kind of material that other authors put in ”applications boxes“ and place it at the heart of their book. Each chapter is built around a particular business or policy application, such as social security, globalization, and the wealth and poverty of nations. Why take this approach? Traditional courses focus too much on abstract theory relative to the interests and capabilities of the average undergraduate. Students are rarely engaged and the formal theory is never integrated into the way students think about economic issues. And traditional books are organized around theoretical constructs that mean nothing to students. The authors' applications-first approach ensures that students will not see chapters with titles like ”Cost Functions“ or ”Short-Run Fluctuations“. They introduce tools and ideas as and when they are needed. Each chapter is designed with two goals. First, the application upon which the chapter is built provides a ”hook“ that gets students' attention. Second, the application is a suitable vehicle a vehicle for teaching the principles of economics. 2. Learning through Repetition: Important tools appear over and over again, allowing students to learn from repetition and to see how one framework can be useful in many different contexts. Each piece of economic theory in this text is first introduced and explained in the context of a specific application. Most are re-used in other chapters, so students see them in action on multiple occasions. As students progress through the book, they accumulate a set of techniques and ideas. These are collected separately in a ”toolkit“ that provides students with an easy reference and also gives them a condensed summary of economic principles for examination preparation. 3. A Student's Table of Contents vs. An Instructor's Table of Contents: There is no further proof that Russell and Andrew have created a book aimed specifically at educating students about economics than their two tables of contents. The Student's Table of Contents speaks to students, piquing their interest to involve them in the economics, and a Instructor's Table of Contents with the economics to better help you organize your teaching—and frankly, you don't need to get excited by economics, you already are.
- Subjects:
- Economics
- Keywords:
- Macroeconomics Textbooks
- Resource Type:
- e-book
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e-book
Precalculus: An Investigation of Functions is a free, open textbook covering a two-quarter pre-calculus sequence including trigonometry. The first portion of the book is an investigation of functions, exploring the graphical behavior of, interpretation of, and solutions to problems involving linear, polynomial, rational, exponential, and logarithmic functions. An emphasis is placed on modeling and interpretation, as well as the important characteristics needed in calculus. The second portion of the book introduces trigonometry. Trig is introduced through an integrated circle/triangle approach. Identities are introduced in the first chapter, and revisited throughout. Likewise, solving is introduced in the second chapter and revisited more extensively in the third chapter. As with the first part of the book, an emphasis is placed on motivating the concepts and on modeling and interpretation. In addition to the paper homework sets, algorithmetically generated online homework is available as part of a complete course shell package, which also includes a sample syllabus, teacher notes with lecture examples, sample quizzes and exams, printable classwork sheets and handouts, and chapter review problems. If you teach in Washington State, you can find the course shell in the WAMAP.org template course list. For those located elsewhere, you can access the course shell at MyOpenMath.com. A self-study version of the online course exercises is also available on MyOpenMath.com for students wanting to learn the material on their own, or who need a refresher.
- Subjects:
- Mathematics and Statistics
- Keywords:
- Precalculus Trigonometry Algebra Textbooks
- Resource Type:
- e-book
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e-book
Russell Cooper and Andrew John have written an economics text aimed directly at students from its very inception. You're thinking, ”Yeah, sure. I've heard that before.“ This textbook, Microeconomics: Theory Through Applications, centers around student needs and expectations through two premises: … Students are motivated to study economics if they see that it relates to their own lives. … Students learn best from an inductive approach, in which they are first confronted with a problem, and then led through the process of solving that problem. Many books claim to present economics in a way that is digestible for students; Russell and Andrew have truly created one from scratch. This textbook will assist you in increasing students' economic literacy both by developing their aptitude for economic thinking and by presenting key insights about economics that every educated individual should know. How? Russell and Andrew have done three things in this text to accomplish that goal: 1. Applications Ahead of Theory: They present all the theory that is standard in Principles books. But by beginning with applications, students get to learn why this theory is needed. The authors take the kind of material that other authors put in ”applications boxes“ and place it at the heart of their book. Each chapter is built around a particular business or policy application, such as minimum wages, the stock exchange, and auctions. Why take this approach? Traditional courses focus too much on abstract theory relative to the interests and capabilities of the average undergraduate. Students are rarely engaged and the formal theory is never integrated into the way students think about economic issues. And traditional books are organized around theoretical constructs that mean nothing to students. The authors' applications-first approach ensures that students will not see chapters with titles like ”Cost Functions“ or ”Short-Run Fluctuations“. They introduce tools and ideas as and when they are needed. Each chapter is designed with two goals. First, the application upon which the chapter is built provides a ”hook“ that gets students' attention. Second, the application is a suitable vehicle a vehicle for teaching the principles of economics. 2. Learning through Repetition: Important tools appear over and over again, allowing students to learn from repetition and to see how one framework can be useful in many different contexts. Each piece of economic theory in this text is first introduced and explained in the context of a specific application. Most are re-used in other chapters, so students see them in action on multiple occasions. As students progress through the book, they accumulate a set of techniques and ideas. These are collected separately in a ”toolkit“ that provides students with an easy reference and also gives them a condensed summary of economic principles for examination preparation. 3. A Student's Table of Contents vs. An Instructor's Table of Contents: There is no further proof that Russell and Andrew have created a book aimed specifically at educating students about economics than their two tables of contents. The Student's Table of Contents speaks to students, piquing their interest to involve them in the economics, and a Instructor's Table of Contents with the economics to better help you organize your teaching—and frankly, you don't need to get excited by economics, you already are.
- Subjects:
- Economics
- Keywords:
- Microeconomics Textbooks
- Resource Type:
- e-book
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e-book
Collaborative Statistics was written by Barbara Illowsky and Susan Dean, faculty members at De Anza Collegein Cupertino, California. The textbook was developed over several years and has been used in regularand honors-level classroom settings and in distance learning classes. Courses using this textbook have beenarticulated by the University of California for transfer of credit. The textbook contains full materials forcourse offerings, including expository text, examples, labs, homework, and projects. A Teacher's Guide iscurrently available in print form and on the Connexions site at and supplemental course materials including additional problem sets and video lectures are available. The on-line text for each of these collections collections willmeet the Section 508 standards for accessibility. An on-line course based on the textbook was also developed by Illowsky and Dean. It has won an awardas the best on-line California community college course. The on-line course will be available at a later dateas a collection in Connexions, and each lesson in the on-line course will be linked to the on-line textbookchapter. The on-line course will include, in addition to expository text and examples, videos of courselectures in captioned and non-captioned format. The original preface to the book as written by professors Illowsky and Dean, now follows: This book is intended for introductory statistics courses being taken by students at two– and four–yearcolleges who are majoring in fields other than math or engineering. Intermediate algebra is the only prerequisite.The book focuses on applications of statistical knowledge rather than the theory behind it. Thetext is named Collaborative Statistics because students learn best by doing. In fact, they learn best byworking in small groups. The old saying “two heads are better than one” truly applies here. Our emphasis in this text is on four main concepts: thinking statistically incorporating technology working collaboratively writing thoughtfully These concepts are integral to our course. Students learn the best by actively participating, not by justwatching and listening. Teaching should be highly interactive. Students need to be thoroughly engagedin the learning process in order to make sense of statistical concepts. Collaborative Statistics providestechniques for students to write across the curriculum, to collaborate with their peers, to think statistically,and to incorporate technology. This book takes students step by step. The text is interactive. Therefore, students can immediately applywhat they read. Once students have completed the process of problem solving, they can tackle interestingand challenging problems relevant to today's world. The problems require the students to apply theirnewly found skills. In addition, technology (TI-83 graphing calculators are highlighted) is incorporatedthroughout the text and the problems, as well as in the special group activities and projects. The book alsocontains labs that use real data and practices that lead students step by step through the problem solvingprocess. At De Anza, along with hundreds of other colleges across the country, the college audience involves alarge number of ESL students as well as students from many disciplines. The ESL students, as well asthe non-ESL students, have been especially appreciative of this text. They find it extremely readable andunderstandable. Collaborative Statistics has been used in classes that range from 20 to 120 students, and inregular, honor, and distance learning classes.
- Subjects:
- Mathematics and Statistics
- Keywords:
- Statistics Textbooks
- Resource Type:
- e-book
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MOOC
The Elements of AI is a series of free online courses created by Reaktor and the University of Helsinki. We want to encourage as broad a group of people as possible to learn what AI is, what can (and can’t) be done with AI, and how to start creating AI methods. The courses combine theory with practical exercises and can be completed at your own pace.
- Course related:
- COMP4431 Artificial Intelligence
- Subjects:
- Computing
- Keywords:
- Artificial intelligence Machine learning
- Resource Type:
- MOOC
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Others
Brilliant helps you see concepts visually and interact with them, and poses questions that get you to think. Our courses show you that math, science, and computer science are – at their core – a way of thinking. All of our courses are crafted by award-winning teachers, researchers, and professionals from MIT, Caltech, Duke, Microsoft, Google, and more, with these principles of learning in mind. Get started as a beginner with the fundamentals, or dive right into the intermediate and advanced courses for professionals. Brilliant is for ambitious and curious people ages 10 to 110.
- Keywords:
- Science -- Study teaching Technical education Technology -- Study teaching
- Resource Type:
- Others
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Video
We are on a mission to provide free and subsidized education. We believe that the real world exists beyond the walls of costly institutions. We are here to help you in all the possible ways. A small step to educate the world. Join us and be a part of our creative community. "Every individual is different and talented, what you need are passion and curiosity."
- Course related:
- EE4004A Power Systems, EE2003A Electronics, EE3008A Linear Systems and Signal Processing, and EE3001A Analogue and Digital Circuits
- Subjects:
- Electronic and Information Engineering, Electrical Engineering, and Computing
- Keywords:
- Engineering Engineering -- Data processing Computer science
- Resource Type:
- Video
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MOOC
When you immerse yourself in the context of the user, you can uncover pain points and find opportunities for improvement or innovation not always evident to your audience. In this course, part of the Design Thinking MicroMasters program, you will learn how to use simple research methodologies including active listening to understand your target audience and uncover their obvious or latent needs. Emphasis will be placed on observation and interviewing as key methods to gain empathy for the user's experience and viewpoint. Equipped with this understanding, you will be prepared to identify and define more accurately the business problem. You will also review case studies and discuss strategies to foster productive client-stakeholder relationships, including user personification, context understanding, and empathy idea mapping (ideas that resonate with your target audience).
- Subjects:
- Design Elements
- Keywords:
- Design -- Methodology Problem solving Industrial design
- Resource Type:
- MOOC
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MOOC
This course provides an introduction to the foundational activities related to design thinking: a flexible, yet systematic process to define and solve problems. A common misconception is that design thinking requires artistry, but it is not centered on artistic principles. Design thinking is a strategy and mindset that can be applied to any industry to solve problems.
- Subjects:
- Design Elements
- Keywords:
- Design -- Methodology Problem solving Industrial design
- Resource Type:
- MOOC
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Courseware
The BIIG problem-solving method is unique in that it forces us to concentrate on decoding a real-world word problem completely into meaningful parts and aids us in finding and applying the right formula to easily arrive at the correct solution. As desired, it places less emphasis on the memorization of factual detail and more emphasis on the understanding of concepts. Evidently, this method is beneficial in many ways as it aids students in honing skills in critical thinking, logical approach and attention to detail. As a method for organizing information it helps students avoid errors and sets them on a path to succeed. As long as the numbers are “buddied up” with their units, “identified” by the appropriate variables, “isolated” within the context, and the answer is presented “gourmet”, or explained in terms of the original question, finding a solution to any complex problem will become seamless, understandable and enjoyable. This innovation in science education fosters a passion for learning and serves as a foundation for a new paradigm for problem-solving in any discipline of science worldwide.
- Subjects:
- Physics
- Keywords:
- Problem solving Physics
- Resource Type:
- Courseware
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MOOC
In autonomous vehicles such as self-driving cars, we find a number of interesting and challenging decision-making problems. Starting from the autonomous driving of a single vehicle, to the coordination among multiple vehicles. This course will teach you the fundamental mathematical model for many of these real-world problems. Key topics include Markov decision process, reinforcement learning and event-based methods as well as the modelling and solving of decision-making for autonomous systems. This course is aimed at learners with a bachelor's degree or engineers in the automotive industry who need to develop their knowledge in decision-making models for autonomous systems. Enhance your decision-making skills in automotive engineering by learning from Chalmers, one of the top engineering schools that distinguished through its close collaboration with industry.
- Subjects:
- Electrical Engineering, Mechanical Engineering, and Transportation
- Keywords:
- Decision making Automobiles -- Design construction Automated vehicles
- Resource Type:
- MOOC
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Courseware
The course “Fluid Flow, Heat and Mass Transfer,” course number ta3220, is third-year BSc course in the program of Applied Earth Sciences at Delft University of Technology. Students in this class have already taken a course in “Transport Phenomena” in the second year, and “Fluid Flow Heat and Mass Transfer” is designed as a follow-up to that class, with an emphasis on topics of importance in applied earth sciences, and in particular to Petroleum Engineering, groundwater flow and mining. In practice, however I start over again with first principles with this class, because the initial concepts of the shell balance are difficult for students to grasp and can always use a second time through. The course covers simple fluid mechanics problems (rectilinear flow) using shell balances, for Newtonian and power-law fluids and Bingham plastics. Turbulence for Newtonian fluids is covered in the context of friction factors for flow in pipes, flow around spheres and flow in packed beds. In heat transfer we start again with shell balances for solving simple steady-state conduction problems. Thereafter, special attention is given to unsteady and multidimensional heat conduction, since the equations are similar for unsteady flow in aquifers and petroleum reservoirs. The concepts of orthogonal conduction and superposition are emphasized, as well as ways to treat perfectly insulated boundaries. The final topic in heat transfer is estimation of heat-transfer coefficients in flow in tubes. Although no other geometries are treated explicitly, I hope students recognize certain principles they can apply to other situations. We cover mass transfer only lightly, and only as by analogy to heat conduction: unsteady diffusion (by analogy to unsteady head conduction) and mass transfer in tubes (by analogy to heat transfer in tubes).
- Subjects:
- Land Surveying and Geo-Informatics
- Keywords:
- Heat -- Transmission Mass transfer Fluid mechanics
- Resource Type:
- Courseware
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Others
The "Staying F.O.C.U.S.E.D." philosophy is a strategic thinking framework designed to help prepare the next generation of thought-leaders for a complicated world. By using this framework, you will learn BETTER, learn FASTER and learn MORE than you are used to.
We operationalized this framework through the aid of seven (7) dice to give a “touch-and-feel” of the philosophy. The statements / prompts / questions appearing on each of the seven dice have been statistically determined. The “Staying F.O.C.U.S.E.D.” framework has proven so useful that real organizations are using it to help their senior management and board of directors open up the ALTERNATIVES to better deal with their UNSOLVED problems, issues and challenges."
The F.O.C.U.S.E.D dice are designed based on an extensive survey carried out with 400+ business students at our Faculty of Business and feedback from practitioners on what our students need to do to help take their learning to the next level. The key findings culminated in the importance of the “Staying F.O.C.U.S.E.D.” philosophy where each letter represents a critical competency much sought-after in the real world today:
"F" - Bring Fresh Perspective
"O" - Think, feel and act like an Owner/ Manager
"C" - Show Connected-thinking
"U" - Have a Sense of Urgency
"S" - Show Team SPIRIT
"E" - Always Engage
"D" - Exercise Deliberate Practice
To learn more about the idea of the “ecosystem” that we built around the FOCUSED philosophy and its accompanying 7 colourful dice framework, please visit the FOCUSED homepage or click "View Resource".
- Keywords:
- Problem solving Dice games
- Resource Type:
- Others
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Courseware
Many of today’s global challenges require tech-driven solutions — climate change, the growth of the world population, cyber security, the increasing demand for scarce resources, digitalization, the transition from fossil fuels to renewable energy. With this in mind, it is no surprise that one fourth of the CEOs of the world’s 100 largest corporations have an engineering degree. Solving these global problems requires leaders who, in the first place, are comfortable with technology, models and quantitative analyses — Leaders who see systems instead of isolated problems. However, simply understanding technology is not enough. Successful leaders today must have both the ideas and the know-how to put these ideas into action by working collaboratively with others, winning their hearts and minds. We need leaders who know how to seize opportunities in a networked world, and can mobilize people and other stakeholders for large-scale change. Leaders who lead fulfilling lives and who are able to move themselves and others from the ‘me’ to the ‘we’. Leaders who are long-term oriented and who deliver economic profit, while also making positive contributions to society and the environment. We call these leaders ‘sustainable leaders’. This course has three parts: - In the first part, you will explore the context that leaders are facing, building an understanding of the complexities of global and business challenges. You will discover the ambiguities and the many stakeholders that leaders must consider when making their choices. You will get a sense of effective leadership practices. - In the second part, you will discover your “who am I” through personal and group exercises. You will create a “Personal Charter” that can serve as a life-long guide, helping you, as a leader, to make important choices in your personal and professional life. - In the third part, we will bring the knowledge of the context and yourself together. We will translate the insights of this course into a leadership model and you will discover what sustainable leaders do. We will offer you frameworks to help you make your own career choices. We will finally help you to ‘sell’ yourself as a leader.
- Subjects:
- Management
- Keywords:
- Leadership Engineering -- Management Engineers
- Resource Type:
- Courseware
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e-book
A Brief Introduction to Engineering Computation with MATLAB is specifically designed for students with no programming experience. However, students are expected to be proficient in First Year Mathematics and Sciences and access to good reference books are highly recommended. Students are assumed to have a working knowledge of the Mac OS X or Microsoft Windows operating systems. The strategic goal of the course and book is to provide learners with an appreciation for the role computation plays in solving engineering problems. MATLAB specific skills that students are expected to be proficient at are: write scripts to solve engineering problems including interpolation, numerical integration and regression analysis, plot graphs to visualize, analyze and present numerical data, and publish reports.
- Subjects:
- Mechanical Engineering and Computing
- Keywords:
- MATLAB Engineering mathematics
- Resource Type:
- e-book
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Video
Staying F.O.C.U.S.E.D!
Learn BETTER. Learn FASTER. Learn MORE than you are used to.
To learn more about the idea of the “ecosystem” that we built around the FOCUSED philosophy and its accompanying 7 colourful dice framework, please visit the FOCUSED homepage.
Most problems, issues, and challenges remain unsolved because we end up resorting to our past habitual attempts without being mindful of new ways of thinking and new ways of doing. This video will showcase an innovative new strategic thinking framework that is designed to make you think more deeply and peripherally about your organization's unsolved problems, and in the process, open up alternatives not contemplated before.
This video illustrates the F.O.C.U.S.E.D. Dice framework, to help open your thinking about complex issues. Each letter represents different key behaviors:
"F" - Bring Fresh Perspective
"O" - Think, feel and act like an Owner/ Manager
"C" - Show Connected-thinking
"U" - Have a Sense of Urgency
"S" - Show Team SPIRIT
"E" - Always Engage
"D" - Exercise Deliberate Practice
- Subjects:
- Management
- Keywords:
- Problem solving Dice games
- Resource Type:
- Video
-
Presentation
This video was recorded at MIT World Series: Back to the Classroom 2009. Cooperation may be making us "a little bit too nice" when it comes to innovation, suggests Fiona Murray. She believes there's nothing like competition for injecting energy into the process of solving key innovation problems, whether in business or society. Murray is convinced competition make ventures "more effective, more global, more inclusive and more democratic," all important dimensions for business in a flattening world. She describes the rapidly expanding R&D expenditures of India and China, including the vast numbers of Ph.D.s these nations are producing in science and engineering. The corporate sector has found building global R&D organizations and collaborations difficult. In this challenging environment, where the advantage goes to those firms snagging the best scientists, Murray believes "prizes are complementary mechanisms" for attracting global talent. Just like historic rivalries among great artists (Nb., Titian, Tintoretto, Veronese), or the race to discover the structure of DNA, "fierce competition" can yield "dramatic productivity" and innovation, especially when the right rewards are at stake. Murray cites the 18th century competition to invent a mechanism for determining a ship's longitude, which offered a 20 thousand-pound prize. She jumps to the present, with the X Prize Foundation and its various competitions to solve engineering challenges and societal problems, such as the three-person reusable spaceship, and a 100-mpg car -- each with a $10 million prize purse. But it's not just the money. Recent studies show that prizes prove alluring when they focus efforts and resources on a problem that people are already studying, offering fame and "putting fun back into innovation." The fascination skews rational calculations, with competitors often spending well beyond the amount offered to the winner. Corporations should adopt the prize mechanism, believes Murray, to help generate new ideas (such as new applications for Google's phone); or to help solve very specific problems. Campus competitions are up markedly, she notes, which might be a distraction for students at places like MIT. Start small and inside the organization first, creating a shared bulletin board and offering small prizes, she advises, which will "generate energy." Then take competition beyond the company. And don't forget, "the work must be fun" in order to "get a richer set of people to participate.
- Subjects:
- Management
- Keywords:
- Competition
- Resource Type:
- Presentation
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Courseware
15.875 is a project-based course that explores how organizations can use system dynamics to achieve important goals. In small groups, students learn modeling and consulting skills by working on a term-long project with real-life managers. A diverse set of businesses and organizations sponsor class projects, from start-ups to the Fortune 500. The course focuses on gaining practical insight from the system dynamics process, and appeals to people interested in system dynamics, consulting, or managerial policy-making.
- Subjects:
- Management
- Keywords:
- Business consultants Social psychology
- 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
Introduction to basic physics. This course will introduce the conceptual and mathematical framework for kinematics and Newtonian dynamics, and also to teach problem solving techniques that are used in Physics. Other topics include: vectors; motion, force, and energy.
- Subjects:
- Physics
- Keywords:
- Physics
- Resource Type:
- Courseware