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"Network and Security Foundations"
"As computer systems become smaller, cheaper, and more readily accessible, it seems everyone is connected at the touch of a button. Organizations struggle to remain efficient as they manage growing numbers of single-user computer systems. These systems require interconnectivity to exchange data, share resources, and access more powerful computers for tasks too complicated for local computers to process. All of these activities require computing devices to access multiple networks. This course introduces networks such as the local area network (LAN), the enterprise network, the campus area network (CAN), the metropolitan area network (MAN), metro Ethernet, the personal area network (PAN), the virtual private network (VPN), and the wide area network (WAN). The course discusses the essentials for implementing modern computer networks. Each lesson goes through the various networking technologies. The course introduces the concepts and practices associated with network security vulnerabilities, threats, risk mitigation, and the policies and procedures associated with security management."
Price: 549.00


"Scripting and Programming Foundations"
"Computer programs are abundant in many people's lives today, carrying out applications on smartphones, tablets, and laptops, powering businesses, helping cars drive and planes fly, and much more. The course introduces computational thinking and algorithms, a sequence of instructions that solves a problem. Computational or mathematical thinking became increasingly important throughout the industrial age to enable people to successfully live and work. In the information age, computational thinking and algorithms will continue to be increasingly critical for work and everyday life. Beyond business and personal computing devices such as PCs, tablets, and smartphones, embedded computers exist invisibly in nearly anything electrical today (e.g., TVs, cars, printers, thermostats, satellites, etc.) and require scripting and programming of instructions to perform efficiently."
Price: 549.00


"Backyard Meteorology: The Science of Weather"
"The weather forecasts we see every day are based on an army of meteorological sensing networks and intensive computer modeling. Before the rise of these technologies, predictions were made by methods like discerning cloud formations and wind directions. This course will explore the science behind weather systems by teaching the observational skills needed to make a forecast without using instruments or computer models. We'll discuss the physical processes driving weather and the global forces that shape global climate systems. Finally, we will examine the limits of prediction in both human observations and computer models. Can the flap of a butterfly's wings in Brazil set off a tornado in Texas? Take this course to find out!"
Price: 49.00


"Power and Responsibility: Doing Philosophy with Superheroes"
"Pow! Bang! Kaboom! Superhero stories, first arriving on the scene in the late 1930s, are now among the most popular forms of global entertainment. The study of philosophy has been around for centuries. Power and Responsibility: Doing Philosophy with Superheroes, a SmithsonianX and Harvard Division of Continuing Education course, blends these superheroes narratives with the core areas of philosophy. SmithsonianX has partnered with the Harvard Division of Continuing Education to bring this course from the Harvard Extension School to edX. This introductory philosophy course, led by Professor Christopher Robichaud of the Harvard Kennedy School, offers an exciting lens to interpret key philosophical ideas — metaphysics and epistemology, social and political philosophy, ethics, philosophy of mind, existentialism, moral relativism, and much more. From Superman's embrace of truth, justice, and the American way to Wonder Woman's efforts at promoting peace rather than war, from Spider-Man's personal struggles at balancing his romantic life with his crime fighting exploits to the X-Men's social struggles with combating prejudice, Power and Responsibility: Doing Philosophy with Superheroes will give you the chance to explore philosophy through the many superhero narratives via videos, readings, and a meaningful course community. We invite both those new to philosophy and philosophy lovers to join us on this journey!"
Price: 49.00


"Co-Creating Sustainable Cities"
"Around the world, major challenges of our time such as population growth and climate change are being addressed in cities. Here, citizens play an important role amidst governments, companies, NGOs and researchers in creating social, technological and political innovations for achieving sustainability. Citizens can be co-creators of sustainable cities when they engage in city politics or in the design of the urban environment and its technologies and infrastructure. In addition, citizens influence and are influenced by the technologies and systems that they use every day. Sustainability is thus a result of the interplay between technology, policy and people’s daily lives. Understanding this interplay is essential for creating sustainable cities. In this MOOC, we zoom in on Amsterdam, Beijing, Ho Chi Minh City, Nairobi, Kampala and Suzhou as living labs for exploring the dynamics of co-creation for sustainable cities worldwide. We will address topics such as participative democracy and legitimacy, ICTs and big data, infrastructure and technology, and SMART technologies in daily life. This global scope will be used to illustrate why specific forms of co-creation are preferred in specific urban contexts. Moreover, we will investigate and compare these cities on three themes that have a vast effect on city life: Water and waste Energy, air, food and mobility Green spaces and food This MOOC will teach you about the dynamics of co-creation and the key principles of citizens interacting with service providing companies, technology and infrastructure developers, policy makers and researchers. You will gain an understanding of major types of co-creation and their interdependency with their socio-technical and political contexts. You will become equipped to indicate how you can use co-creation to develop innovative technologies, policy arrangements or social practices for a sustainable city in your own community. You will demonstrate this by developing an action plan, research proposal or project idea. Basic knowledge of sustainability in urban settings, urban environmental technology and urban management is assumed."
Price: 49.00


"Sustainable Urban Development"
"Did you know that cities take up less than 3% of the earth’s land surface, but more than 50% of the world’s population live in them? And, cities generate more than 70% of the global emissions? Large cities and their hinterlands (jointly called metropolitan regions ) greatly contribute to global urbanization and sustainability challenges, yet are also key to resolving these same challenges. If you are interested in the challenges of the 21st century metropolitan regions and how these can be solved from within the city and by its inhabitants, then this Sustainable Urban Development course is for you! There are no simple solutions to these grand challenges! Rather the challenges cities face today require a holistic, systemic and transdisciplinary approach that spans different fields of expertise and disciplines such as urban planning, urban design, urban engineering, systems analysis, policy making, social sciences and entrepreneurship. This MOOC is all about this integration of different fields of knowledge within the metropolitan context. The course is set up in a unique matrix format that lets you pursue your line of interest along a specific metropolitan challenge or a specific theme. Because we are all part of the challenges as well as the solutions, we encourage you to participate actively! You will have the opportunity to explore the living conditions in your own city and compare your living environment with that of the global community. You will discover possible solutions for your city’s challenges and what it takes to implement these solutions. Your participation will also contribute to wider research into metropolitan regions as complex systems. We invite you to take the first steps in understanding the principles that will be essential to transform metropolitan regions into just, prosperous and sustainable places to live in! This course forms a part of the educational programme of the Amsterdam Institute for Advanced Metropolitan Solutions and is developed by Wageningen UR and TU Delft, two of the founding universities of AMS Institute."
Price: 50.00


"Paradox and Infinity"
"In Paradox and Infinity, you will be introduced to highlights from the intersection of philosophy and mathematics. The class is divided into three modules: Infinity: Learn about how some infinities are bigger than others, and explore the mind-boggling hierarchy of bigger and bigger infinities. Time Travel and Free Will : Learn about whether time travel is logically possible, and whether it is compatible with free will. Computability and Gödel's Theorem : Learn about how some mathematical functions are so complex, that no computer could possibly compute them. Use this result to prove Gödel's famous Incompleteness Theorem. Paradox and Infinity is a math-heavy class, which presupposes that you feel comfortable with college-level mathematics and that you are familiar with mathematical proofs. Learners who display exceptional performance in the class are eligible to win the MITx Philosophy Award. High School students are eligible for that award and, in addition, the MITx High School Philosophy award. Please see the FAQ section below for additional information. Note: learners who do well in Paradox will have typically taken at least a couple of college-level classes in mathematics or computer science. On the other hand, Paradox does not presuppose familiarity with any particular branch of mathematics or computer science. You just need to feel comfortable in a mathematical setting."
Price: 99.00


"Predictive Analytics Final Project"
"The final project brings together the skills and knowledge acquired throughout the MicroMasters programme. You will draw on your knowledge of data analysis techniques to demonstrate your capacity to deal effectively with current job market needs. You will have the opportunity to demonstrate that you can crunch vast amounts of information to gain valuable insight, as well as use a range of approaches for extracting hidden information and building intelligence to assist with decision making. You will also have to independently apply the methods and tools used to address common practical issues faced by data analysts today, and consolidate your understanding of the most effective methodologies used through hands-on experience. This final project will prepare you for a step change in career or set you up to pursue further study. Please note, this course is only available to learners who have successfully completed all 4 MicroMasters courses on the verified track prior to undertaking this course: PA1.1x Introduction to Predictive Analytics using Python PA1.2x Successfully Evaluating Predictive Modelling PA1.3x Statistical Predictive Modelling and Applications PA1.4x Predictive Analytics using Machine Learning Learners who successfully complete this final course as part of the MicroMasters programme can apply to the on-campus Masters in Business Analytics at the University of Edinburgh. Successful completion of the MicroMasters programme does not guarantee acceptance to the Master's but, if accepted, the 30 credits awarded from the MicroMasters program will be recognised as credit obtained towards the 180 credits required for the full MSc. Visit the University of Edinburgh Business Analytics Entry Requirements page for more information."
Price: 450.00


"Predictive Analytics using Machine Learning"
"This course will give you an overview of machine learning-based approaches for predictive modelling, including tree-based techniques, support vector machines, and neural networks using Python. These models form the basis of cutting-edge analytics tools that are used for image classification, text and sentiment analysis, and more. The course contains two case studies: forecasting customer behaviour after a marketing campaign, and flight delay and cancellation predictions. You will also learn: Sampling techniques such as bagging and boosting, which improve robustness and overall predictive power, as well as random forests Support vector machines by introducing you to the concept of optimising the separation between classes, before diving into support vector regression Neural networks; their topology, the concepts of weights, biases, and kernels, and optimisation techniques"
Price: 300.00


"Statistical Predictive Modelling and Applications"
"In this course, you will learn three predictive modelling techniques - linear and logistic regression, and naive Bayes - and their applications in real-world scenarios. The first half of the course focuses on linear regression. This technique allows you to model a continuous outcome variable using both continuous and categorical predictors. This technique enables you to predict product sales based on several customer variables. In the second half of the course, you will learn about logistic regression, which is the counterpart of linear regression, when the response variable is categorical. You will also be introduced to naive Bayes; a very intuitive, probabilistic modeling technique."
Price: 300.00


"Successfully Evaluating Predictive Modelling"
"A predictive exercise is not finished when a model is built. This course will equip you with essential skills for understanding performance evaluation metrics, using Python, to determine whether a model is performing adequately. Specifically, you will learn: Appropriate measures that are used to evaluate predictive models Procedures that are used to ensure that models do not cheat through, for example, overfitting or predicting incorrect distributions The ways that different model evaluation criteria illustrate how one model excels over another and how to identify when to use certain criteria This is the foundation of optimising successful predictive models. The concepts will be brought together in a comprehensive case study that deals with customer churn. You will be tasked with selecting suitable variables to predict whether a customer will leave a telecommunications provider by looking into their behaviour, creating various models, and benchmarking them by using the appropriate evaluation criteria."
Price: 300.00


"Introduction to Predictive Analytics using Python"
"This course provides you with the skills to build a predictive model from the ground up, using Python. You will learn the full lifecycle of building the model. First, you'll understand the data discovery process and discover how to make connections between the predicting and predicted variables. You will also learn about key data transformation and preparation issues, which form the backdrop to an introduction in Python for data analytics. Through the analysis of real-life data, you will also develop an approach to implement simple linear and logistic regression models. These real-life examples include assessments on customer credit card behavior and case studies on sales volume forecasting. This course is the first in the MicroMasters program and will prepare you for modeling classification and regression problems with statistical and machine learning methods."
Price: 150.00


"Drainage in Agriculture: controlling water and salt levels in the soil"
"The demand for safe and healthy food is rapidly increasing. The world population is growing and is projected to reach 9.8 billion in 2050. How do we prepare for this and how are we going to be able to feed all these people? It is clear that the food production mainly has to come from improvements in agricultural water management on existing agricultural lands. Global climate change raises the pressure on supply and demand for water. Changing temperatures and long-term variation in annual precipitation amounts and regional distribution patterns require more ways to control water levels. In addition to the changing climate, cropping patterns are diversifying and field irrigation methods are changing. In light of all these changes in water demand, supply and use, the role of (subsurface) drainage has changed from a single-purpose measure for controlling waterlogging and/or salinity to an essential element of integrated water management under multiple land use scenarios. Join this course to advance your knowledge in drainage, drainage systems and solutions, and to help securing a sustainable food supply. In this course, you will work on different modules, apply the knowledge gained directly to your home country drainage situation. Furthermore, you will learn from other cases and learners worldwide, expanding your horizon on the global importance of drainage. Structure of the course The course consists of five modules. In Module 1, the need for drainage, the drainage methods and the design approaches for agricultural drainage systems are introduced. In Module 2 you will learn more about the hydrological principles related to drainage and drainage design equations. Module 3 discusses the general aspects of drainage of saline and sodic soils and Module 4 is an introduction to the implementation and operation & maintenance of drainage systems. Depending on your background and interest, you may decide by yourself in which sequence you do these three modules. But you should realize that in Module 5, all these different aspects of drainage are integrated to discuss the changing role of drainage in agricultural water management. For who This course was developed for professionals and students from various backgrounds, especially those who are interested in agricultural water management and want to broaden their understanding of drainage planning, design, and management, and drainage-related research and training. Although specifically watermanagers and waterengineers, agricultural engineers, irrigation professionals, hydrologists, and agricultural policy makers join this course, the course is open and accessible to everyone. Do not miss out on the opportunity to join this free online course and upgrade your knowledge on drainage for agricultural lands."
Price: 49.00


"Drones for Agriculture: Prepare and Design Your Drone (UAV) Mission"
"We are all getting familiar with the image of a drone in the sky. Although flying a drone is fun, drones are not toys. More and more UAVs or drones are used by governments and companies to gain answers and insights on nature, agricultural and metropolitan challenges among other fields. For example, small Drones/UAVs (Unmanned Aerial Systems) are employed in agriculture for crop observation, crop monitoring, field analysis and map generation through aerial surveys. And with the available software and 'mission planning tools' market growing, so is the demand for knowledge and understanding about its usage and limitations. Our top professors of the 'Information Technology Group' and the 'Laboratory of Geo-Information Science and Remote Sensing group' of Wageningen University & Research will teach you whether it makes sense to use drones for your application, challenge or question. You will learn how to plan an end-to-end mission (from image acquisition to data visualization) for your specific drone application and how to execute a drone mission safely. Afther finishing this online course you will have gained full understanding of the aerial mapping workflow and how to implement it in a programmable small drone. You will know which steps you need to take to gain the valuable insights you are looking for. Do I need a drone to complete this course? No! You do not need a drone to complete this course. For all the assignments and exercises we will provide the necessary material (in case it is needed). But, we expect to pick your curiosity with this course and hopefully nudge you into buying one and joining the community ;). For who Although the course is initially made for agriculture technicians, researchers or graduate students from multidisciplinary technical fields, everyone that aims to learn how to use an off-the-shelf small drone for generating a high-resolution image from a field, or has a general high interest in drones, is very welcome."
Price: 49.00


"Sustainable Food Security: The value of systems thinking"
"Systems thinking and environmental sustainability: solve the Rubik 's cube Have you ever considered how many aspects of food production affect the natural environment? Every aspect needs to be considered in attaining the future goal to produce enough food for the growing population while at the same time preserving our planet. It's as difficult as solving a Rubik's cube; changing one aspect may affect the environment in a major way. Systems theory, or systems thinking, is a way of understanding and working with the complexity of sustainable food production systems, which requires training in different disciplines and an approach that can address this complexity. This environmental studies course enables participants to apply the principles of a systems approach to food production with a focus on environmental sustainability. The professors at Wageningen University The University of Wageningen offers an excellent combination of conducting research worldwide and educating in the area of 'healthy food and living environment'. For each course, professors from specific fields of expertise are eager to teach and share the University's mission: ""Explore the potential of nature to improve the quality of life"". This is why you should sign up Sign up as a student if you want to acquire knowledge about environmental sustainability and the way systems thinking helps in decision-making in the complexity of food production. After successful completion of both practice and graded assignments related to this course, you will: Understand the complexity and diversity of food production systems Understand the principles of system analysis and apply it to environmental issues in food production Understand evaluation methods for the environmental impact of food production systems in different contexts and levels (e.g. farm, regional and global) Be able to evaluate strong and weak points of different food production systems regarding environmental sustainability Be able to contribute to a discussion about environmental sustainability and food production and ask relevant questions"
Price: 49.00


"Sustainable Food Security: Food Access"
"Food access: Learn about food supply and food security Have you ever considered that you’re not the only one who decides what food ends up on your plate? In this environmental studies course, you’ll explore how key actors at household, local, national and international levels negotiate and make choices on access to food. You will understand why the choices you make have been predestined. And you will learn what it takes to provide access to a safe and nutritious food supply every day. In this course you will learn that food access: And food manufacturing has changed during the past century Depends on social and economic dynamics at the household level for everyone Is shaped at a local level by the interactions between traders, retailers, producers and buyers in the markets Is influenced on a national scale by politics and policies by negotiating and aligning goals, instruments, and modes of governance ¥ is impacted by debates and negotiations creating conditions in food trade by international organizations Wageningen University is specialized The University of Wageningen offers an excellent combination of conducting research worldwide and educating in the area of ‘healthy food and living environment’. The institute ranks among the top Dutch universities and has scored the third place in the Times Higher Education (THE) World Ranking 2017 for research performance. Learn from professors who have gained decades of experience from both teaching at a specialized university and real life projects about access to food worldwide. This is why you should sign up If you want to understand the basics of access to food and food decision-making from a multilevel perspective, you can sign up as a: student food and nutrition policy maker development practitioner and trainer at international, national, household and individual level A verified edX certificate provides proof for an employer, school, or other institution that you have successfully completed this online course."
Price: 49.00


"Sustainable Food Security: Crop Production"
"Crop production: learn about agriculture and food production for the future How much food will be available for humankind in the future? Feeding nine billion people in 2050 without exhausting the planetary reserves is perhaps the greatest challenge humanity has ever faced. In this course of the XSeries in environmental studies, you will examine the principles of crop production. You will learn about the ‘availability pillar’ of global food security that lies at the heart of food production, applicable to both crops and animal production. This course will discuss why yields in some parts of the world are lagging behind and identify the agro-ecological drivers that shape the broad diversity of production systems. Also, key issues relating to the closing of yield gaps and the difference in visions of sustainability will be explored. Systems-based approach at Wageningen University The University of Wageningen offers an excellent combination of conducting research worldwide and educating in the area of ‘healthy food and living environment’. Through its unique systems-based approach to food systems, the institute adds the phase of primary production to the broad context of global food security. This is why you should sign up If you want to enrich your views and action perspectives related to global food security and food systems, you can sign up as a: international student professional with a varied educational background After successful completion of both practice and graded questions related to this course, you will: Understand the basic concept of plant production Be able to value central issues related to global food production and consumption Understand the influences of water scarcity and water availability on crop production, as well as measures suppressing pests, diseases, and weeds Be able to identify processes that cause significant environmental problems and evaluate measures to solve and prevent those problems be able to judge innovations in food crop production on their merits for the rural population in the different geographical regions A verified edX certificate provides proof for an employer, school, or other institution that you have successfully completed this online course."
Price: 49.00


"Sustainable Soil Management: Soil for life"
"Soil is the earth's fragile skin that anchors all life. We depend on soil to build our homes and cities, to grow crops for food and raise livestock, to support transportation and enable recreation. Yet we disregard this crucial and precious resource that lies right under our feet. This introductory environmental studies course will explore the importance of soil to life on earth, the issues, processes and societal challenges underlying soil degradation - and what can be done to ensure sustainable soil management for the future. The threats to our soil span deforestation, erosion, overgrazing, use of agrochemicals, pollution and climate change. Learn what you can do to make a difference in protecting this vital natural resource."
Price: 49.00


"Science, Engineering, AI & Data Ethics | 科学技術・AI倫理"
"Want to learn how to identify and solve every day ethical issues in engineering, science and Artificial Intelligence (AI)? If yes, this is the course for you! Ethics plays an integral role when it comes to engineering and science practice and recently is impacted by AI and big data analysis. This course originally released in 2017 teaches traditional preventive engineering ethics but emphasizes aspirational ethics. A new module was added that covers the topics of AI and Data ethics. which engineers and scientists also need to understand. The learning objectives of this course are as follows: recognize the significant social and environmental impact of engineering/scientific solutions. apply a practical seven-step ethical guide to real-world cases. critique, analyze, and develop best ethical solutions across micro- to meta- levels toward real-world problems. understand how one behaves in an organization professionally as an ethical engineer. learn how to apply ethical principles on advanced technologies like artificial intelligence. understand different AI related ethical guidelines and how to apply them. grasp how AI related ethical & technical standards are influenced by bias, trade-offs and norms The first six units cover science and engineering topics and the lectures are given in Japanese. Slides, quizzes and transcripts are available both in English and Japanese. In unit 7 on AI & Data ethics, the lectures and all materials are in English. 本コースは、工学、科学、AI(人工知能)分野で日々起こる倫理的問題を捉え、解決する方法を学びたいと考えている方に最適のコースです。倫理は、工学と科学を実践する際に不可欠な役割を果たし、最近では、AIとビッグデータ分析の影響も受けています。 2017年にリリースされた本コースの前身となるコースでは、工学分野の伝統的な「予防倫理」および「志向倫理」を取扱ってきましたが、今回の改訂により、 すべての技術者および科学者に必要なAIとデータ倫理を取扱う新しいモジュールが追加されました。 本コースの学習目標は以下のとおりです。 工学的・科学的解決策が社会・環境に与える影響の大きさを認識する。 事例研究を通して実践的な倫理手法であるセブン・ステップ・ガイドを応用する。 現実世界の問題に対し、マクロからメタレベルにかけて倫理的に最も良い解決策を批評、分析、発展させる。 事例研究を通じて、倫理的な技術者として専門的な組織内でどのように個人がふるまうかを理解する。 AIのような発展中の技術に対し、どう倫理原則を適用するかを理解する。 AIに関連する様々な倫理ガイドラインとその適用方法を理解する。 AI関連の倫理的および技術的な基準が偏見、トレードオフの関係、規範等によってどのような影響を受けるのかと把握する。"
Price: 159.00


"Managing a Diverse and Inclusive Workplace for Public Libraries"
"Learn management skills to support workplace diversity and inclusion in a public library setting. You will learn about theories and frameworks that explain the underlying mechanisms of the impacts of diversity and learn how to understand and address the needs of women and underrepresented minorities (e.g. race, color, national origin, religion, sex, gender identity, marital status, age, sexual orientation, and citizenship). You will learn how employment practices such as recruitment, selection, promotion, salary, training and development impact an organization’s ability to attract, retain, and manage a diverse workforce. Lastly, you will recognize what organizational changes can be made to help organizations maximize the potential of all workers."
Price: 49.00


"Anatomy: Musculoskeletal and Integumentary Systems"
"In this anatomy course, part of the Anatomy XSeries, you will learn how the components of the integumentary system help protect our body (epidermis, dermis, hair, nails, and glands), and how the musculoskeletal system (bones, joints, and skeletal muscles) protects and allows the body to move. You will engage with fascinating videos, lectures, and anatomical visual materials (illustrations and cadaveric images) to learn about these properties and functions."
Price: 49.00


"Biobased Products for a Sustainable (Bio)economy"
"Have you everasked what “biobased” means or wondered about the key aspects in developing and commercializing biobased products? This course will answer those questions and more; highlighting the opportunities, hurdles, and driving forces of the bioeconomy. Today’s industries face enormousglobal challenges when it comes to the fossil-based economy. Fossil resources are no longer a desirable feedstock for many products and governments’ climate goals put various limitations to its usage. Moreover, consumer perception has become an increasingly important factor.With biobased products as an alternative to the fossil-based economy, the bioeconomycan provide viable solutions to these challenges. The course describes the different types of biomass, the methods of refinery and typical conversion technologies used for biobased products. You'll also engage in astudy of the practical and real-life examples emerging in the market: biopolymers, bioenergy, bioflavours, and biosurfactants. The course has been developed by a team of experts from seven different institutions and universities in three different countries,all sharing their personal perspectives on the opportunities and challenges faced by the biobased industry. The three top-ranked institutions Delft University of Technology, RWTH Aachen University, and Wageningen University & Research offer additional, more advanced courses to continue your learning journey: Industrial Biotechnology: a more advanced course that digs deeper into engineering aspects of bio-based products. MicroMasters Chemistry and Technology for Sustainability: Help drive the transition from fossil sources to renewable energy ones and engineer a biobased future. Sustainable Development: The Water-Energy-Food Nexus: Introduction to sustainable development and its relation to the Water-Energy-Food Nexus."
Price: 50.00


"Shared Decision Making and Interprofessional Collaboration in Health Care"
"This course is about resonating with your experience and meaningfully engaging patients to make good decisions and to address the significance of interprofessional collaborations in health care. Service users’ experience and views across all points on health promotion, management and support services are crucial to developing optimal health care practice. Join Prof Elwynis a leader committed in Shared Decision Making (SDM) practice and research to promote high quality decision making. Taking into account the best scientific evidence available, he will explain to you how this collaborative process and the use of decision-aids help eliciting patients’ beliefs and integrating patient preferences and priorities to treatment options after thorough considerations of the trade-offs. Together, we are oriented to the interprofessional collaborative initiative that synergizes the strengths among health care allies toachieve optimal clinical practice and health outcomes. Renowned experts in various health care fields share their first hand experiences, eliciting profound insights and wisdoms about interprofessional collaborations. This is aspirational in learning to reflect, decipher, interpret and construct ways in enhancing effective coordination of care to meet health needs. Making sense of the SDM and IPC concepts and recognizing the available evidences and resources is crucial to enabling good team dynamics. Using a docu-drama, it takes you through a patient’s journey having a stroke due to his hidden assumptions in receiving treatment to atrial fibrillation (an abnormal heart rhythm). His attitude and struggles point to a challenging recovery process. Contemplate on how SDM and IPC could step in at different stages to improve health outcomes. Identifying gaps in the existing scientific evidence and services will help you to pursue influential strategies and design innovative programs or products to attain better outcomes. Your understanding and participation in this course will create positive impact over time in advancing the present health system to deliver the best possible outcomes to various stakeholders. We are excited to see your passion in affecting health decisions and determination in accomplishing excellent care delivery. Get connected with a global community of learners and simply enjoy gaining new ideas about making a difference in health care."
Price: 60.00


"Teaching & Learning in the Diverse Classroom"
"U.S.-based and higher education-centered, this is a five-week, instructor-paced course that offers an inclusive teaching framework with multiple entry points for reflection and exploration of the research on learning and diversity. Anchored in the lived experiences of students and faculty, including yours, we invite you to explore strategies for inclusive course design, student-centered pedagogical practices, facilitating learning across difference, and change efforts that support student engagement, achievement, and belongingness. Come with a course of your own in mind, and design for inclusion as you make your way through Teaching & Learning in the Diverse Classroom. You will explore: Your formative experiences as a learner, teacher, and member of a discipline Strategies and exercises helpful in communicating effectively, facilitating discussion, and modeling inclusivity when unexpected issues arise Research, frameworks, and models that help us understand why and how diversity and inclusion matter in teaching and learning The research on MOOCs is clear that “taking the course with a friend” increases motivation to complete. If you are planning to form a learning community to take the course as a cohort, request our facilitator's guide."
Price: 99.00


"Improvement Science in Education"
"With roots in industry and in health care, improvement science is a disciplined approach to educational innovation that supports teachers, leaders, and researchers in collaborating to solve specific problems of practice. Improvement science brings discipline and methods to different logics of innovation by integrating: Problem analysis Use of research Development of solutions Measurement of processes and outcomes Rapid refinement through plan-do-study-act cycles. For teachers, school leaders, and system leaders, improvement science moves educational innovation out of the realm of “fad” and into the realm of research-based, evidence-driven continuous improvement, with the goal of increasing the effectiveness of educational practice. That, in turn, will support schools and systems in responding to calls to improve opportunities to learn and student performance and calls to reduce achievement gaps by improving the day-to-day work students, teachers, and leaders. In this introduction to improvement science, developed in collaboration with the Carnegie Foundation for the Advancement of Teaching, learners will explore: Problem-specific and user-centered design and analysis Differences in implementation and outcomes as resources for improvement Improving systems to improve practice Driving improvement through measurement, evidence, and disciplined inquiry This course is part of the Leading Educational Innovation and Improvement MicroMasters Program offered by MichiganX."
Price: 199.00


"Cybersecurity for Critical Urban Infrastructure"
"Critical urban infrastructure including energy, transportation, waste management, emergency service and communication systems are being hacked remotely by cyber attackers. These hackers use ransomware to encrypt the data cities need to run; then, they demand that public agencies pay a ransom to get their own data back. The costs associated with cyber attacks are substantial, extending to tens of millions of dollars to recreate data that are lost, and undermine the reputation of city governments across America. This course will prepare anyone who wants to work with agencies that are worried about their vulnerability to cyberattack. Topics include: • Who are the attackers and what are their methods? • What are the “defensive social engineering” moves cities can use to protect themselves? • What are the minimum security standards that all public agencies need to meet? • Who should have responsibility for overseeing cybersecurity in a public agency? • Should cities be willing to pay the ransoms demanded by hackers? • What should a city do after it has been attacked? • What are the most important lessons drawn by cities that have already been attacked? Through a series of explanatory videos (prepared by industry experts), case studies of an actual attack, role play simulations and debriefings, and short assigned readings, you will learn what cities can and should do to reduce their vulnerabilities. The course also includes checklists of various kinds that cybersecurity vulnerability assessors need to ask and answer."
Price: 100.00


"Introduction to Quantum Transport"
"This course introduces the Schrödinger equation, using the tight-binding method to discuss the concept of bandstructure and E(k) relations, followed by an introduction to the NEGF method with simple illustrative examples. Concept of spinors is introduced along with the application of the NEGF method to spintronic devices. No prior background in quantum mechanics or statistical mechanics is assumed. Students taking this course will be required to complete three (3) proctored exams using the edX online Proctortrack software. To be sure your computer is compatible, see Proctortrack Technical Requirements. Nanoscience and Technology MicroMasters ® Introduction to Quantum Transport is one course in a growing suite of unique, one-credit-hour short courses developed in an edX/Purdue University collaboration. Students may elect to pursue a verified certificate for this specific course alone or as one of the six courses needed for the edX/Purdue MicroMasters® program in Nanoscience and Technology. For further information and other courses offered, see the Nanoscience and Technology MicroMasters® page. Courses like this can also apply toward a Purdue University MSECE degree for students accepted into the full master’s program."
Price: 750.00


"Business Considerations for Edge Computing"
"From cars that drive themselves to robots that restock the warehouse and sensors that know when it’s time to water or fertilize crops, our world is changing right before our eyes. This is digital transformation and it includes the convergence of 5G, IoT, AI, machine learning and the Edge. Edge Computing is part of the decentralized model of computing that focuses on real-time processing and analysis of data near the edge of the network, or nearest the device or user. It is considered the most significant enterprise trend since Cloud Computing. In this course you will learn about what Edge Computing is, what problems it’s solving and how it is supporting the rise of 5G, AI and IoT. We’ll review the data privacy and security considerations and share examples of where we see business innovation with Edge. We’ll also review the influencers and open source projects that are defining the future of Edge and the hybrid computing world."
Price: 199.00


"Statistical Thinking for Data Science and Analytics"
"This statistics and data analysis course will pave the statistical foundation for our discussion on data science. You will learn how data scientists exercise statistical thinking in designing data collection, derive insights from visualizing data, obtain supporting evidence for data-based decisions and construct models for predicting future trends from data."
Price: 99.00


"Machine Learning for Data Science and Analytics"
"Machine Learning is a growing field that is used when searching the web, placing ads, credit scoring, stock trading and for many other applications. This data science course is an introduction to machine learning and algorithms. You will develop a basic understanding of the principles of machine learning and derive practical solutions using predictive analytics. We will also examine why algorithms play an essential role in Big Data analysis."
Price: 99.00