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MOOC
Unravel the mysteries and meanings of life and death by exploring the journey from birth through ageing and illnesses to death.
- Subjects:
- Philosophy
- Keywords:
- Philosophy Death Life
- Resource Type:
- MOOC
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MOOC
Understand the power of a luxury brand and gain the business skills needed to provide premium goods and services within the hotel and tourism industry
- Subjects:
- Hotel, Travel and Tourism
- Keywords:
- Luxury goods industry Hospitality industry Luxuries Bring (Marketing)
- Resource Type:
- MOOC
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MOOC
You will also learn about the practical factors that need to be taken into consideration during the transition process, i.e. the competency of your people and your IT, in order to successfully implement a new business model. What you'll learn: How to create a business model roadmap. How to plan concrete actions to realize a new business model. How to find partners to realize a new business model. In this business and management course, you will learn how to make a practical action plan to implement your new business model. Designing a new business model is one thing, but how do you actually put it into practice? How do you move from your current model to a new business model? You will create a business model roadmap that will include practical activities that take into consideration the possible risks associated with moving to a new business model.
- Subjects:
- Management
- Keywords:
- Business planning Strategic planning Industrial management
- Resource Type:
- MOOC
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MOOC
Does your business need a make-over? Are you unsure how to start? Having an innovative business model is key for a profitable business and growth. In this business and management course, you will learn how to design, test and implement new business models for sustainable success. This course introduces you to the main topics of business model innovation. You will learn what drives business model innovation and why it is valuable to you and your business. You will apply practical tools to (re)design and test a business model. Be inspired by real-life business model examples from fellow entrepreneurs and learn from leading experts who design business model innovations. By the end of this course, you will be able to structure your thinking and communicate your business model ideas and learn how to improve your own business. Start the course anytime, and complete it at your own pace! What you'll learn: What a business model is. Why business models matter to your firm and the value they bring. How business model innovation improves business performance. How tooling can help you to innovate your business model.in
- Subjects:
- Management
- Keywords:
- Business planning Strategic planningIndustrial management
- Resource Type:
- MOOC
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MOOC
Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI. In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. More importantly, you'll learn about not only the theoretical underpinnings of learning, but also gain the practical know-how needed to quickly and powerfully apply these techniques to new problems. Finally, you'll learn about some of Silicon Valley's best practices in innovation as it pertains to machine learning and AI. This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition. Topics include: (i) Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks). (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI). The course will also draw from numerous case studies and applications, so that you'll also learn how to apply learning algorithms to building smart robots (perception, control), text understanding (web search, anti-spam), computer vision, medical informatics, audio, database mining, and other areas.
- Course related:
- EIE6207 Theoretical Fundamental and Engineering Approaches for Intelligent Signal and. Information Processing and COMP4434 Big Data Analytics
- Subjects:
- Computing
- Keywords:
- Artificial intelligence Machine learning
- Resource Type:
- MOOC
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MOOC
The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. This beginner-friendly program will teach you the fundamentals of machine learning and how to use these techniques to build real-world AI applications.
This Specialization is taught by Andrew Ng, an AI visionary who has led critical research at Stanford University and groundbreaking work at Google Brain, Baidu, and Landing.AI to advance the AI field.
This 3-course Specialization is an updated version of Andrew’s pioneering Machine Learning course, rated 4.9 out of 5 and taken by over 4.8 million learners since it launched in 2012.
It provides a broad introduction to modern machine learning, including supervised learning (multiple linear regression, logistic regression, neural networks, and decision trees), unsupervised learning (clustering, dimensionality reduction, recommender systems), and some of the best practices used in Silicon Valley for artificial intelligence and machine learning innovation (evaluating and tuning models, taking a data-centric approach to improving performance, and more.) By the end of this Specialization, you will have mastered key concepts and gained the practical know-how to quickly and powerfully apply machine learning to challenging real-world problems. If you’re looking to break into AI or build a career in machine learning, the new Machine Learning Specialization is the best place to start.
- Course related:
- AAE5103 Artificial Intelligence in Aviation Industry
- Subjects:
- Computing
- Keywords:
- Machine learning Artificial intelligence
- Resource Type:
- MOOC
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MOOC
This course covers a wide variety of topics in machine learning and statistical modeling. While mathematical methods and theoretical aspects will be covered, the primary goal is to provide students with the tools and principles needed to solve the data science problems found in practice. This course also serves as a foundation on which more specialized courses and further independent study can build. This course was designed as part of the core curriculum for the Center for Data Science's Masters degree in Data Science. Other interested students who satisfy the prerequisites are welcome to take the class as well. Note that class is intended as a continuation of DS-GA-1001 Intro to Data Science, which covers some important, fundamental data science topics that may not be explicitly covered in this DS-GA class (e.g. data cleaning, cross-validation, and sampling bias).
- Course related:
- LGT6801 Guided Study in Logistics I
- Subjects:
- Computing and Mathematics and Statistics
- Keywords:
- Big data Data mining Machine learning Mathematical statistics -- Data processing
- Resource Type:
- MOOC
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MOOC
Understand essential human resources concepts and theories and analyze contemporary issues in the management of human capital.
- Subjects:
- Hotel, Travel and Tourism
- Keywords:
- Hospitality industry Corporate culture Tourism Personnel management
- Resource Type:
- MOOC
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MOOC
Learn the latest principles and theories in marketing and how to apply them to the hospitality and tourism industry.
- Subjects:
- Hotel, Travel and Tourism
- Keywords:
- Hospitality industry Tourism Marketing Bring (Marketing)
- Resource Type:
- MOOC
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MOOC
Gone are the days when Problem Solving and Decision Making often happened within the four walls of a top boss’s cabin. In the beginning of this century - As we blinked our eyes, the world changed, cabins broke down to give way to open offices, traditional management hierarchy collapsed and saw a horizontal spread. With delegation and authority batons being passed to the executive and trainee levels, Problem Solving and Decision Making skills became a must have quality at all levels in an organization. In simple words it is – have it or leave it.
That’s less said - Just learning the skill of solving problems and taking good decisions isn’t enough. Today, the modern workplace demands the new age executives and managers to expand their potential of creative thinking and bring it to the table while solving problems and making decisions. There is one more news for you, Creativity, Problem Solving and Decision Making skills are no more confined to the management and leadership levels, students who aspire for their dream jobs to be a reality, also will have to bring these skills along with their candidature.
That is why, we decided to offer this practical and highly researched course with all these 3 skills clubbed into 1 course so that you may not have to search anywhere - anymore.
If at any point of your life, you ever felt the need to work upon your creative thinking ability or your problem solving skills or even your decision making capability, look no further, this course is just the right one for you.
- Course related:
- SD5131 Interdisciplinary Project
- Keywords:
- Problem solving Creative thinking Critical thinking
- Resource Type:
- MOOC
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MOOC
Many natural and man-made structures can be modeled as assemblages of interconnected structural elements loaded along their axis (bars), in torsion (shafts) and in bending (beams). In this course you will learn to use equations for static equilibrium, geometric compatibility and constitutive material response to analyze structural assemblages. This course provides an introduction to behavior in which the shape of the structure is permanently changed by loading the material beyond its elastic limit (plasticity), and behavior in which the structural response changes over time (viscoelasticity). This is the second course in a 3-part series. In this series you will learn how mechanical engineers can use analytical methods and “back of the envelope” calculations to predict structural behavior. The three courses in the series are: Part 1 – 2.01x: Elements of Structures. (Elastic response of Structural Elements: Bars, Shafts, Beams). Fall Term Part 2 – 2.02.1x Mechanics of Deformable Structures: Part 1. (Assemblages of Elastic, Elastic-Plastic, and Viscoelastic Bars in axial loading). Spring Term Part 3 – 2.02.2x Mechanics of Deformable Structures: Part 2. (Assemblages of bars, shafts, and beams. Multi-axial Loading and Deformation. Energy Methods). Summer Term
- Subjects:
- Mechanical Engineering
- Keywords:
- Strength of materials Deformations (Mechanics)
- Resource Type:
- MOOC
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MOOC
This course explores the topic of solid objects subjected to stress and strain. The methods taught in the course are used to predict the response of engineering structures to various types of loading, and to analyze the vulnerability of these structures to various failure modes. Axial loading with be the focus in this course.
- Course related:
- ME3303 Mechanics of Solids
- Subjects:
- Mechanical Engineering
- Keywords:
- Strength of materials Mechanics Applied Materials
- Resource Type:
- MOOC
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MOOC
This course is credit eligible through Doane University's Open Learning Academy. The Open Learning Academy's 3-4 credit hour courses are designed to provide learners with foundational coursework for undergraduate level programs. It is strongly encouraged that you consult with your institution of choice to determine how these credits will be applied to their degree requirements prior to transferring the credit. Medicine has a very distinct and highly specialized language. It is necessary for any student wishing to pursue a successful career in the medical field to acquire comprehension in this system of communication, including Allied Healthcare professionals. Learners will receive thorough instruction in developing fluency with medical terms. Medical vocabulary will be taught with specific emphasis on root (or stem words), prefixes, suffixes and abbreviations. By the end of this course learners will be expected to have a basic comprehension of medical terms and be able to communicate accurately to their peers in the field. Terms associated with anatomy, physiology, pathology and diagnostic tests of different systems are discussed but no previous knowledge of these topics is necessary.
- Course related:
- SN3490 Nursing Therapeutics I
- Keywords:
- Medicine -- Terminology
- Resource Type:
- MOOC
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MOOC
Whatever your academic background, developing a set of soft skills is a key factor in your career. Having your own business and developing a corporate career will depend on the way the world looks and the speed in which decisions are made.
The MicroMasters program: Professional skills: negotiation and leadership of Tecnológico de Monterrey, is composed of professional postgraduate courses based on the Full-Time Master in Business Management. The MicroMasters program certificate will allow you to consolidate the professional skills that will launch your career such as negotiation, leadership, communication and critical thinking. Take the first steps in an exponential professional career and redefine your goals in a global, diverse and challenging environment in the leading business school in Latin America.
- Subjects:
- Communication
- Keywords:
- Communication Leadership
- Resource Type:
- MOOC
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MOOC
Mindshift is designed to help boost your career and life in today’s fast-paced learning environment. Whatever your age or stage, Mindshift teaches you essentials such as how to get the most out of online learning and MOOCs, how to seek out and work with mentors, the secrets to avoiding career ruts (and catastrophes) and general ruts in life, and insights such as the value of selective ignorance over general competence. We’ll provide practical insights from science about how to learn and change effectively even in maturity, and we’ll build on what you already know to take your life’s learning in fantastic new directions. This course is designed to show you how to look at what you’re learning, and your place in what’s unfolding in the society around you, so you can be what you want to be, given the real world constraints that life puts on us all. You’ll see that by using certain mental tools and insights, you can learn and do more—far more—than you might have ever dreamed!
This course can be taken independent of, concurrent with, or subsequent to, its companion course, Learning How to Learn. (Mindshift is more career focused, and Learning How to Learn is more learning focused.)
- Keywords:
- MOOCs (Web-based instruction) Study skills Web-based instruction Learning
- Resource Type:
- MOOC
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MOOC
Most professions these days require more than general intelligence. They require in addition the ability to collect, analyze and think about data. Personal life is enriched when these same skills are applied to problems in everyday life involving judgment and choice. This course presents basic concepts from statistics, probability, scientific methodology, cognitive psychology and cost-benefit theory and shows how they can be applied to everything from picking one product over another to critiquing media accounts of scientific research. Concepts are defined briefly and breezily and then applied to many examples drawn from business, the media and everyday life.
What kinds of things will you learn? Why it’s usually a mistake to interview people for a job. Why it’s highly unlikely that, if your first meal in a new restaurant is excellent, you will find the next meal to be as good. Why economists regularly walk out of movies and leave restaurant food uneaten. Why getting your picture on the cover of Sports Illustrated usually means your next season is going to be a disappointment. Why you might not have a disease even though you’ve tested positive for it. Why you’re never going to know how coffee affects you unless you conduct an experiment in which you flip a coin to determine whether you will have coffee on a given day. Why it might be a mistake to use an office in a building you own as opposed to having your office in someone else’s building. Why you should never keep a stock that’s going down in hopes that it will go back up and prevent you from losing any of your initial investment. Why it is that a great deal of health information presented in the media is misinformation.
- Keywords:
- Reasoning Problem solving Critical thinking Decision making
- Resource Type:
- MOOC
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MOOC
Modeling, control design, and simulation are important tools supporting engineers in the development of automotive systems, from the early study of system concepts (when the system possibly does not exist yet) to optimization of system performance. This course provides a theoretical basis to model-based control design with the focus on systematically develop mathematical models from basic physical laws and to use them in control design process with specific focus on automotive applications. You will learn the basics of mathematical modeling applied to automotive systems, and based on the modeling framework different type of controller and state estimation methods will be introduced and applied. Starting from a pure state-feedback concept down to optimal control methods, with special attention on different automotive applications. Different methods for state reconstruction is also introduced and discussed in the course. Exercises play an important rolethroughout the course. This course is aimed at learners with a bachelor's degree or engineers in the automotive industry who need to learn more about mathematical modelling of automotive systems.
- Subjects:
- Electrical Engineering, Mechanical Engineering, and Transportation
- Keywords:
- Automobiles -- Design construction -- Mathematical models Motor vehicles -- Dynamics
- Resource Type:
- MOOC
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MOOC
This course was recorded in 2021 by Prof. Wulf Schubert, an ISRM Fellow and Vice President at Large for the ISRM from 1999 to 2003. The course has six parts, each opening in its own page.
Part 1 - Geotechnical Monitoring for Tunnels
Part 2 - Prediction on Displacements and Check of System Behavior with GeoFit
Part 3 - Use and Importance of Deflection or State Lines
Part 4 - Displacement Vectors in Cross and Longitudinal Section
Part 5 - Evaluation of Displacement Vector Orientations and Ratios of Displacement Components
Part 6 - Evaluation and Prediction of Lining Utilization from Displacement Measurements
- Subjects:
- Land Surveying and Geo-Informatics
- Keywords:
- Engineering geology -- Data processing Tunneling
- Resource Type:
- MOOC
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MOOC
Autonomous vehicles, such as self-driving cars, rely critically on an accurate perception of their environment. In this course, we will teach you the fundamentals of multi-object tracking for automotive systems. Key components include the description and understanding of common sensors and motion models, principles underlying filters that can handle varying number of objects, and a selection of the main multi-object tracking (MOT) filters. The course builds and expands on concepts and ideas introduced in CHM013x: ""Sensor fusion and nonlinear filtering for automotive systems"". In particular, we study how to localize an unknown number of objects, which implies various interesting challenges. We focus on cameras, laser scanners and radar sensors, which are all commonly used in vehicles, and emphasize on situations where we seek to track nearby pedestrians and vehicles. Still, most of the involved methods are more general and can be used for surveillance or to track, e.g., biological cells, sports athletes or space debris. The course contains a series of videos, quizzes and hands-on assignments where you get to implement several of the most important algorithms. Learn from award-winning and passionate teachers to enhanceyour knowledge at the forefront of research on self-driving vehicles. Chalmers is among the top engineering schools that distinguish itself through its close collaboration with industry.
- Subjects:
- Electrical Engineering, Mechanical Engineering, and Transportation
- Keywords:
- Automobiles -- Design construction Computer vision Automated vehicles
- Resource Type:
- MOOC
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MOOC
Education is in a state of flux – transitioning from traditional architectures and practices to new ecologies of teaching and learning influenced by the tremendous social and technological changes of our times. What changes are afoot today in workplaces, civic life and everyday community life? What are their implications for education? What are the possible impacts of contemporary social transformations on teaching and learning - including in the areas of technology, media, globalization, diversity, changing forms of work in the “knowledge society”, and, in these contexts, changing learner needs and sensibilities? This course explores three pedagogical paradigms: “didactic”, “authentic” and “transformative” learning. It takes an historical perspective in order to define the contemporary dimensions of what we term “new learning”. It prepares participants to make purposeful choices and link particular theories/instructional approaches to individual and group learning goals.
- Keywords:
- Education -- Study teaching Educational change Learning
- Resource Type:
- MOOC
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MOOC
This course provides a basic and general knowledge of Nursing Management and Leadership and describes the basic features of leadership and practical applications in terms of leadership, personal development and work experience. By following this course, you will make significant progress in Leadership and in your business life. This course, where leadership courses are taught through Nursing Management and Leadership, will open new doors for you in your business life.
The information presented in this course is constantly updated. We know that the Udemy certificate you will receive will offer you many opportunities in your life and career, as well as improving yourself. Increasing the lessons by continuously adding the information in this course by your teachers, academics and expert technical team requires you to check your course at frequent intervals. This course, which is your lifelong access, will continue to provide you with more up-to-date and different approach.
What is Nursing Management?
- Subjects:
- Nursing
- Keywords:
- Nursing services -- Administration Leadership
- Resource Type:
- MOOC
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MOOC
Gain the key skills to master one of digital marketing's most sought after skills, and learn how to apply your SEO knowledge in an overall digital marketing strategy. In this course, you will learn about: (1) The fundamentals of SEO (2) How to reach your target market (3) How to optimise your social media strategy (4) Content development and copywriting
- Course related:
- ITC2013M Fashion Marketing
- Subjects:
- Marketing and Fashion retailing and merchandising
- Keywords:
- Internet marketing Marketing Web search engines
- Resource Type:
- MOOC
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MOOC
Operations Research (OR) is a field in which people use mathematical and engineering methods to study optimization problems in Business and Management, Economics, Computer Science, Civil Engineering, Industrial Engineering, etc. This course introduces frameworks and ideas about various types of optimization problems in the business world. In particular, we focus on how to formulate real business problems into mathematical models that can be solved by computers.
- Course related:
- LGT6801 Guided Study in Logistics I, LGT6202: Stochastic Models and Decision under Uncertainty, LGT6802 Guided Study in Logistics II, and LGT6803: Guided Study in Logistics III
- Keywords:
- Operations research
- Resource Type:
- MOOC
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MOOC
Operations management deals with operational planning and control issues, and is needed in all sectors of the society. One of the challenges to operations manager is how to make use of the available resources in the best way for meeting a certain objective. Quantitative approaches are inevitably needed in tackling many of such problems. Operations Research (OR) deals with problem formulation and application of analytical methods to assist in decision-making of operational problems in planning and control. The techniques of OR are useful quantitative tools to assist operations managers, and has a wide applicability in engineering, manufacturing, construction, financial and various service sectors. Operations Research is an applied mathematics subject and is also a course in many engineering and management programmes. This course is designed for both students learning OR and learners who are practitioners in their respective professionals. The mathematical procedures for the OR techniques are introduced in details in the examples provided in the course. This helps learners to master the methodology and the techniques and apply them to achieve their goals through active learning. This course introduces two prominent OR techniques and their extended topics. The Simplex Method for Linear Programming (LP) has been considered one of the top 10 algorithms of the 20th century. LP is an optimization technique for solving problems such as finding the optimal product mix, production plan, and shipment allocation, in order to maximize the profir or minimize the cost. The Critical Path Method (CPM) is a popular technique employed by project managers in scheduling project activities. Some extended topics of CPM are also introduced to deal with certain special situations in project management. In reality, many systems operate under stochastic environment and the operational problems cannot be solved by the known analytical methods. To this end, the simulation approach is introduced in the last chapter of this course. Simulation is a powerful technique for tackling OR problems under such situations.
- Subjects:
- Statistics and Research Methods
- Keywords:
- Operations research
- Resource Type:
- MOOC
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MOOC
In this course, participants will explore research-informed, effective practices for online teaching and learning. By enrolling, you will learn practical ways to quickly move into teaching online, guided by top scholars and practitioners in the field. Each module, you will watch videos and read articles by online learning experts and participate in activities and discussions covering critical topics that will make the online environment a rich learning experience for your students. The instructors will synthesize relevant resources to help those who are new to online learning and those who have experience, but want to expand their skills and provide support for others. You will have the opportunity to ask questions, share practices that have worked well in online learning environments, and receive feedback on your teaching and learning plans. Given recent global developments related to COVID-19, many have rapidly shifted to move teaching online. For those who have not taught online before, this can be a challenging experience. Fortunately, there is a rich research base, dating back over sixty years, that provides insight and guidance on the key factors that enable successful learning online. This course will support the pivot to online learning by exploring the scientific literature as well as practical actions that enable online success and equitable outcomes for all learners. While the target audience of the course is postsecondary institutions, this course will be of use to anyone moving into online teaching and learning.
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MOOC
In this course you will learn about a wide variety of Web 2.0 tools to use in your teaching and learning. Web 2.0 tools provide innovative ways to communicate, present content, and collaborate with others in creative ways. Web 2.0 tools are easy to learn, use, and implement, and many are free. This course will not only introduce you to popular Web 2.0 tools like Edmodo, Twitter, Voicethread, and Skype in K-16 instruction, but you will also learn how to effectively integrate these technologies into your classroom practices and create engaging student activities.
- Keywords:
- Internet in education Computer-assisted instruction Educational technology Educational innovations
- Resource Type:
- MOOC
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MOOC
The ISRM course on "Prevention methods for Landslides in Rock Masses" by Prof. Zhong-qi Quentin YUE, from the University of Hong Kong (see CV at the bottom of the page) is now available, in open access. The course has four parts, with a total of 24 lectures:
Part A - Understanding landslides in rock mass (four lectures)
Part B - Methods for quantifying rock mass (eight lectures)
Part C - Methods for landslide potential of rock mass (five lectures)
Part D - Measures for preventing landslides in rock mass (seven lectures)
- Subjects:
- Land Surveying and Geo-Informatics
- Keywords:
- Rock mechanics Lslide hazard analysis Lslides -- Prevention Engineering geology
- Resource Type:
- MOOC
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MOOC
This course is an introduction to the Delft Design Approach offering a model and a set of signature methods from Delft to teach you how to get from understanding the user in context to defining a meaningful design challenge and – in the end – deliver a great design! The course challenges you to experience the design process yourself and reflect on your work with the help of students and excellent teaching staff from Delft, and industrial experts. What you'll learn: - How to study users in their own environment; - How to translate user insights into a design challenge that will spark creativity; - How to create a meaningful design to meet your challenge; - How to design and to structure your projects with the support of design thinking, a model and several methods; - How to evaluate and present your design.
- Subjects:
- Product Design
- Keywords:
- Commercial products Industrial design Product design New products
- Resource Type:
- MOOC
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MOOC
"Being productive is really just about understanding the productivity equation and then figuring out which bits we need to optimise to apply to our own lives". In this first of a series of classes, I want to explore the idea of productivity in more depth - break down the concept into principles and theories as well as laws and powers to provide the foundation to enable us all to understand productivity on a more fundamental level so that we can all work towards living happier, more productive lives. The Productivity Equation The first video introduces the productivity equation that serves as a the underlying theme throughout this course. We'll look at the key components including the extra 'ingredient' that I think is often missing in discussions around productivity and I'll introduce the analogy involving the Pilot, the Plane and the Engineer. Section One - Myths Following the introduction to the productivity equation, in the first section we'll take a look at three of the key myths that often surround discussions about productivity. We'll explore issues around 'not having enough time', not being able to summon up the motivation as well as the prevalent belief in multitasking. Section Two - Laws The second section looks at a triumvirate of key laws associated with productivity. We'll begin by looking at time management linked to Parkinson's law then look at the value in understanding the Pareto Principle before finally exploring how one of the fundamental laws of physics can be usefully applied in the realm of productivity. Section Three - Powers The third section moves into the realm of powers - specifically, how we can use the power of habits as well as how we can powerfully leverage our time spent procrastinating or relaxing so that we can improve our productivity more broadly. The Fun Factor The final video explores the component of the productivity equation which I think is often missing when people discuss productivity and that is the fun factor. We'll explore how enjoyment is fundamental to our productivity and how a change in mindset towards this enjoyment can have a positive effect on our productivity immediately.
- Course related:
- SD5804 Design Research Methods and SD5803 Philosophy of Design
- Keywords:
- Time management Industrial efficiency Industrial productivity Performance
- Resource Type:
- MOOC
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MOOC
Everyone tells stories—that’s how we build community and share ideas. However, we don’t always communicate our story as effectively as we intend to. Communication in the workplace may take the form of business writing, email communications, in-person discussions, non-verbal communication, public speaking, and even telling stories. The Communication Skills Professional Certificate program focuses on effective business communication skills employers value most, from crafting a powerful story to creating impactful presentations and using tools for public speaking. In this program, you will learn about: The elements of effective stories and communication strategies, plus how to use them in the workplace. How to use active listening and understand various communication styles to build rapport. How to tailor your messaging to a defined target audience. How to apply basic elements of the speech communication process. How to craft a clear and impactful speech. How to utilize best practices for presenting quantitative data using images. How to incorporate basics of visual design with effective presentation skills.
- Keywords:
- Listening Business communication Public speaking
- Resource Type:
- MOOC
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MOOC
This Specialization builds on the success of the Python for Everybody course and will introduce fundamental programming concepts including data structures, networked application program interfaces, and databases, using the Python programming language. In the Capstone Project, you’ll use the technologies learned throughout the Specialization to design and create your own applications for data retrieval, processing, and visualization.
- Subjects:
- Computing
- Keywords:
- Python (Computer program language)
- Resource Type:
- MOOC
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MOOC
go in-depth with qualitative market research methods, from design to implementation to analysis.
- Subjects:
- Marketing and Statistics and Research Methods
- Keywords:
- Qualitative research Marketing research
- Resource Type:
- MOOC
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MOOC
In this course you will be introduced to the basic ideas behind the qualitative research in social science. You will learn about data collection, description, analysis and interpretation in qualitative research. Qualitative research often involves an iterative process. We will focus on the ingredients required for this process: data collection and analysis. You won't learn how to use qualitative methods by just watching video's, so we put much stress on collecting data through observation and interviewing and on analysing and interpreting the collected data in other assignments. Obviously, the most important concepts in qualitative research will be discussed, just as we will discuss quality criteria, good practices, ethics, writing some methods of analysis, and mixing methods. We hope to take away some prejudice, and enthuse many students for qualitative research.
- Subjects:
- Statistics and Research Methods
- Keywords:
- Qualitative research -- Methodology Social sciences -- Research -- Methodology
- Resource Type:
- MOOC
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MOOC
This short course is adapted from a semester length graduate level coursetaught at MIT covering Qualitative Research Methods. This online course will focus specifically on teaching how to prepare for and conduct a conversational interview for data gathering purposes. We will also discuss the nature of qualitative research as a methodology, how it compares and differs from other forms of research, and how qualitative and quantitative research complement each other in a research project. This isthe first in a multi-part series which will be released over the coming year, which will focus on Conversational Interviewing, Data Analysis, and Constructing Theory. You might have encountered other forms of interview techniques in your studies and training. The form that we are teaching is the preferred method of Professor Silbey's, one that she has used extensively throughout her career. The goal is to construct an interview protocol such that you will be able to guide your interviewee through topics of interest to your study without bringing them up explicitly, in order to explore experiences and accounts without pointing respondents in particular directions. Not sure what an interview protocol is? No problem! You will by the end of the course.
- Subjects:
- Statistics and Research Methods
- Keywords:
- Conversation analysis Qualitative research -- Methodology Social sciences -- Research -- Methodology Interviewing
- Resource Type:
- MOOC
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MOOC
Cities are becoming the predominant living and working environment of humanity, and for this reason, livability or quality of life in the city has become crucial. This urban planning course will focus on four areas that directly affect livability in a city: Urban energy, urban climate, urban ecology and urban mobility. The course begins by presenting measurable criteria for the assessment of livability, and how to positively influence the design of cities towards greater livability. We will focus on this basic topic of the human habitat in a holistic way, and introduce possibilities of participatory urban design by citizens, leading towards the development of a citizen design science. You will be able to share your experiences with the other participants in the course and also with the experts from the teaching team. In completing this course, you will better understand how to make a city more livable by going beyond the physical appearance and by focusing on different properties and impact factors of the urban system. Livability in Future Cities is the second course in a series of MOOCs under the title “Future Cities.” This series aims to bring the latest research on planning, managing and transforming cities to places where this knowledge has the highest benefit for its citizens. “Future Cities” provided an overview, and this course will focus on livability in existing and new cities.
- Subjects:
- Building Services Engineering and Building and Real Estate
- Keywords:
- Smart cities Urban ecology (Sociology) Cities towns -- Effect of technological innovations on Quality of life City planning
- Resource Type:
- MOOC
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MOOC
In this course, you will obtain some insights about marketing to help determine whether there is an opportunity that actually exists in the marketplace and whether it is valuable and actionable for your organization or client. Week 1: Assess methods available for creating quantitative surveys, along with their advantages and disadvantages. Identify the type of questions that should be asked and avoid unambiguous survey questions. Week 2: Design, test, and implement a survey by identifying the target audience and maximizing response rates. You will have an opportunity to use Qualtrics, a survey software tool, to launch your own survey. Week 3: Analyze statistical models that can be applied to your marketing data, so that you can make data-driven decisions about your marketing mix. Week 4: Predict most likely outcomes from the marketing decisions and match the type of analysis needed for your business problem. Take Quantitative Research as a standalone course or as part of the Market Research Specialization. You should have equivalent experience to completing the second course in this specialization, Qualitative Research, before taking this course. By completing the third class in the Specialization, you will gain the skills needed to succeed in the full program.
- Subjects:
- Marketing and Statistics and Research Methods
- Keywords:
- Quantitative research Marketing research
- Resource Type:
- MOOC
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MOOC
over the basic elements of designing and evaluating questionnaires.
- Subjects:
- Statistics and Research Methods
- Keywords:
- Social surveys Social sciences -- Research Questionnaires -- Methodology
- Resource Type:
- MOOC
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MOOC
This self-paced online course encourages extensive reading and helps students improve their reading and overall English skills. It has activities on different English books ranging from 59 Seconds to Animal Farm. There are also materials on the READ@PolyU 2017 book, The Perks of Being a Wallflower, the READ@PolyU 2018 book, Fifteen Dogs, and the READ@PolyU 2019 book, Persepolis. Created by the English Language Centre of the Hong Kong Polytechnic University.
- Subjects:
- English Language
- Keywords:
- English language -- Reading
- Resource Type:
- MOOC
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MOOC
Responsive cities define the future of urbanization. They evolve from smart cities, with a fundamental difference: The citizens move from the center of attention to the center of action. Responsive citizens use smart technology to contribute to planning, design and management of their cities. Responsive cities are about bringing cities back to their citizens. Responsive cities change the way the technology of a smart city is used. The first Smart Cities were technology driven and they produced large amounts of data from fixed or centrally controlled sensors. But by now, the citizens and their mobile phones have taken the leading role in direct data generation. Rather than using data that are centrally collected and stored, you will see platforms on which the citizens place the data and the information they decide to share. With this, your own responsibility becomes a foundation of a Responsive City. Cities evolve from being smart to being responsive. To demonstrate the potential of Responsive Cities, this course will define the concept of Citizen Design Science, a combination of Citizen Design, Citizen Science and Design Science. Experts, citizens and scientists participate in Citizen Design Science. This approach is still in an early stage of development, but with the Responsive Cities Massive Open Online Course, you will be ahead in exploring and defining its possibilities. ‘Responsive cities’ is the fourth edition of the ‘Future Cities’ series on urban MOOCs. The ‘Future Cities’ series is the first and complete series of urban courses dealing with the design, management and transformation of cities for their sustainable and resilient future. With every edition, the series becomes more interactive. It increasingly empowers citizens around the world to become part of the development of their own cities, especially in those places where this knowledge is needed most. Therefore, the course is inclusive for every individual interested in the planning, construction, redevelopment and management of future cities. The course is open to anyone regardless of background, skills, knowledge, or age.
- Subjects:
- Building Services Engineering and Building and Real Estate
- Keywords:
- Smart cities Sustainable development Cities towns -- Effect of technological innovations on City planning
- Resource Type:
- MOOC
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MOOC
Engineers in the automotive industry are required to understand basic safety concepts. With increasing worldwide efforts to develop connected and self-driving vehicles, traffic safety is facing huge new challenges. This course is for students or professionals who have a bachelor's degree in mechanical engineering or similar and who are interested in a future in the vehicle industry or in road design and traffic engineering. It's also of value for people already working in these areas who wantbetter insight into safety issues. This course teaches the fundamentals of active safety (systems for avoiding crashes or reducing crash consequences) as well as passive safety (systems for avoiding or reducing injuries). Key concepts include in-crash protective systems, collision avoidance, and safe automated driving. The course will introduce scientific and engineering methodologies that are used in the development and assessment of traffic safety and vehicle safety. This includes methods to study the different components of real-world traffic systems with the goal to identify and understand safety problems and hazards. It includes methods to investigate the attitudes and behavior of drivers and other road users as well as recent solutions to improve active safety. Italso includes methods to study human body tolerance to impact and solutions to minimize the injury risk in crashes. Study topics include crash data analysis and in-situ observational studies of drivers and other road users by the use of instrumented vehicles and roadside camera systems. Solutions in active safety, such as driver alertness monitoring, driver information as well as collision avoidance and collision mitigation systems, will be described. Examples of in-crash protective systems are combinations of traditional restraints such as seat belts and airbags but with advanced functions such as automatic adaption to the individual occupant as well as pre-collision activation based on advanced integrated sensor systems and communication systems. The course will be based on recorded lectures that use videos and animations to enhance the experience. Online tutorials that access simulation models will give the participants an experience of influencing parameters in active safety and passive safety systems. As a result of support from MathWorks, students will be granted access to MATLAB/Simulink for the duration of the course.
- Subjects:
- Transportation
- Keywords:
- Traffic safety Roads -- Design construction Motor vehicles -- Safety measures Automobile industry trade
- Resource Type:
- MOOC
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MOOC
The Rock Engineering Practice course was recorded by Professor Zhao Jian, an ISRM fellow, of Monash University in Melbourne, Australia, and contains 21 lectures divided in three parts.
Part 1. Site Investigation and Testing
Part 2. Rock Slope Engineering
Part 3. Rock Foundation Engineering
Part 4. Underground Rock Excavations
- Subjects:
- Land Surveying and Geo-Informatics
- Keywords:
- Rock mechanics Engineering geology
- Resource Type:
- MOOC
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MOOC
This course was coordinated in 2021 by Prof. Leandro Alejano, from University of Vigo, Spain and ISRM Vice President for Europe. The course has an introduction and four parts, each opening in its own page.
Rock mass characterization and monitoring is based on information gathered at different levels that contributes to a good understanding of the rock mass behavior. Geological, geostructural and geomechanical information is needed to set up a reliable model of the rock mass. The development of advanced survey techniques, such as digital photogrammetry, laser scanning and SAR interferometry has supplied powerful instruments in several fields including rock mechanics, where some efforts have been dedicated to improve the quality and the quantity of information available. In this short course taught by relevant European experts, the basics of these techniques are briefly reviewed and a number of interesting rock mechanics applications will be shown.
Part 0 - Course Presentation (Leandro Alejano)
Part 1 - A.M. Ferrero & M.R.Migliazza - Introduction of advanced survey methods for rock mass characterization and monitoring (A.M. Ferrero & M.R.Migliazza)
Part 2 - Methods for automatic or semi-automatic discontinuity traces sampling on digital rock mass (Gessica Umili)
Part 3 - Rock Mass Characterization and Monitoring based on Advanced Remote Sensing Techniques (Adrían Riquelme)
Part 4 - SAR Interferometry in Rock Mechanics (Roberto Tomas)
- Subjects:
- Land Surveying and Geo-Informatics
- Keywords:
- Rock mechanics Engineering geology
- Resource Type:
- MOOC
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MOOC
This course provides an introduction to rock mechanics principles including the mechanics of rock materials, rock joints and rock masses, rock mechanics characterisation and rock mass classifications. The course is prepared for students studying civil and mining engineering, and other science and engineering disciplines concerning rocks.
The course is an on-line course, with approximately 30 hours of lectures. It covers 5 parts: (a) origin of rocks and rock masses, (b) properties and mechanics of rock materials, (c) properties and mechanics of rock joints, (d) rock mass classifications and properties, and a supplement part (e) rock mechanics testing and analysis.
The lectures are given by Professor Jian Zhao, who has been teaching rock mechanics and rock engineering since 1990, first at Nanyang Technological University of Singapore, then at Ecole Polytechnique Fédérale de Lausanne of Switzerland, and currently at Monash University in Melbourne of Australia. He is a Fellow of the International Society for Rock Mechanics since 2015.
Rock Engineering, a sequential on-line course to Rock Mechanics Principles given by the same lecturer will be made available in near future.
- Subjects:
- Land Surveying and Geo-Informatics
- Keywords:
- Rock mechanics Engineering geology
- Resource Type:
- MOOC
-
MOOC
The real-life stroke scenario presented in ANA101x Human Anatomy has invited vigorous discussions on whether fully recovery from a severe stroke is possible and how it could happen. The knowledge of anatomy has arisen a series of queries on body functioning that are commonly implicated in stroke. An extension of human anatomy fundamentals towards functional anatomy has formed the basis of intervention approaches for functional recovery undertaken by different healthcare professionals, which is guiding the ultimate goals of post-stroke rehabilitation program for regaining independence and quality-of-life of the individuals. Therefore, this course is particularly designed to delineate the stroke recovery process and its underlying scientific rationales.
Continuing using the same clinical case of Mr Law, this course walks you through the recovery journey, known as stroke care pathway involving multiple healthcare professionals to compose module ONE. In module TWO, intervention approaches practiced in key healthcare disciplines underpinned by the functional anatomy will be explored. Finally, the course knowledge will be assessed using an experiential approach using a set of mini case studies derived from the mainstream scenario of Mr Law.
- Subjects:
- Health Sciences
- Keywords:
- Cerebrovascular disease -- Patients -- Rehabilitation
- Resource Type:
- MOOC
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MOOC
Although taking, sharing, and viewing photographs has become second nature for many of us, our regular engagement with images does not necessarily make us visually literate. This course aims to address the gap between seeing and truly understanding photographs by introducing a diversity of ideas, approaches, and technologies that inform their making. In this course you will look closely at photographs from the collection of The Museum of Modern Art and hear a variety of perspectives on what a photograph is and the ways that photography has been used throughout its nearly 180 year history: as a means of artistic expression, as a tool for science and exploration; as an instrument of documentation; to tell stories and record histories; and as a mode of communication and critique in our ever increasingly visual culture.
- Subjects:
- Photography
- Keywords:
- Photography Photographs Art photography
- Resource Type:
- MOOC
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MOOC
In this course, we will introduce you to the fundamentals of sensor fusion for automotive systems. Key concepts involve Bayesian statistics and how to recursively estimate parameters of interest using a range of different sensors. The course is designed for students who seek to gain a solid understanding of Bayesian statistics and how to use it to fuse information from different sensors. We emphasize object positioning problems, but the studied techniques are applicable much more generally. The course contains a series of videos, quizzes and hand-on assignments where you get to implement many of the key techniques and build your own sensor fusion toolbox. The course is self-contained, but we highly recommend that you also take the course ChM015x: Multi-target Tracking for Automotive Systems. Together, these courses give you an excellent foundation to tackle advanced problems related to perceiving the traffic situation around an autonomous vehicle using observations from a variety of different sensors, such as, radar, lidar and camera.
- Subjects:
- Electrical Engineering, Mechanical Engineering, and Transportation
- Keywords:
- Automobiles -- Electronic equipment Automotive sensors
- Resource Type:
- MOOC
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MOOC
In this course, we have incorporated up-to-date theory, multimedia, and peer-to-peer interaction to bring our own expertise together with the benefits of collaborative learning to create an engaging instructional environment. We have brought our own institutions' expertise in service-learning together with experienced teachers from around the world, and academic experts in the field to give you a range of perspectives and make the material as useful as possible.
- Course related:
- APSS2S09 Service leadership through serving children and families with special needs
- Subjects:
- Student Engagement
- Keywords:
- Student affairs services Learning Psychology of College teaching Service learning
- Resource Type:
- MOOC
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MOOC
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.
- Subjects:
- Health Sciences
- Keywords:
- Patient participation Clinical medicine -- Decision making Medical care -- Decision making
- Resource Type:
- MOOC
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MOOC
We encounter signals and systems extensively in our day-to-day lives, from making a phone call, listening to a song, editing photos, manipulating audio files, using speech recognition softwares like Siri and Google now, to taking EEGs, ECGs and X-Ray images. Each of these involves gathering, storing, transmitting and processing information from the physical world. This course will equip you to deal with these tasks efficiently by learning the basic mathematical framework of signals and systems. This course is divided into two parts. In this part (EE210.1x), we will explore the various properties of signals and systems, characterization of Linear Shift Invariant Systems, convolution and Fourier Transform, while the next part (EE210.2x), will deal with the Sampling theorem, Z-Transform, discrete Fourier transform and Laplace transform. Ideas introduced in this course will be useful in understanding further electrical engineering courses which deal with control systems, communication systems, power systems, digital signal processing, statistical signal analysis and digital message transmission. The concepts taught in this course are also useful to students of other disciplines like mechanical, chemical, aerospace and other branches of engineering and science.
- Course related:
- EE3008A Linear Systems and Signal Processing
- Subjects:
- Electrical Engineering
- Keywords:
- Signal processing
- Resource Type:
- MOOC
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MOOC
Cities are built site by site. Site planning has been taught in urban planning, landscape architecture and architecture programs for over a century and continues to be a foundation course for those who aspire to plan the built environment. It is a required subject on licensing and certification programs for each of these disciplines. Mastering the art of site planning requires substantive knowledge, well-honed design skills, and familiarity with examples and prototypes of site organization. This course provides the perspectives of leading academics and practitioners on the important issues in preparing site plans. It offers a foundation of knowledge, and the opportunity to apply what is learned in preparing a site plan.
- Subjects:
- Environmental Engineering, Building Services Engineering, and Building and Real Estate
- Keywords:
- Building sites -- Planning
- Resource Type:
- MOOC
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