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MOOC
Learn about information and communication technologies [ICTs] and innovations in the hotel and tourism industries.
- Subjects:
- Hotel, Travel and Tourism
- Keywords:
- Hospitality industry Tourism Technological innovations
- Resource Type:
- MOOC
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MOOC
AI is not only for engineers. If you want your organization to become better at using AI, this is the course to tell everyone--especially your non-technical colleagues--to take. In this course, you will learn: - The meaning behind common AI terminology, including neural networks, machine learning, deep learning, and data science - What AI realistically can--and cannot--do - How to spot opportunities to apply AI to problems in your own organization - What it feels like to build machine learning and data science projects - How to work with an AI team and build an AI strategy in your company - How to navigate ethical and societal discussions surrounding AI
- Subjects:
- Computing
- Keywords:
- Artificial intelligence
- Resource Type:
- MOOC
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MOOC
The self-paced online course is for students to self-study, practise and improve the academic English that they need for their university studies. Topics include appropriate academic style, correct referencing conventions, writing university levels essays and reports, delivering academic presentations and participating in discussions. Created by the English Language Centre of The Hong Kong Polytechnic University.
- Keywords:
- Academic writing English language -- Study teaching
- Resource Type:
- MOOC
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MOOC
To survive in today’s constantly changing business landscape requires being comfortable in uncertainty. Adaptability is what allows people and businesses to solve problems, overcome challenges and move back from the edge of attrition to the more stable ground of relevance. Adaptability is everything. — Jeff Boss, Forbes
Adaptability refers to your ability change your actions, course, or approach in order to suit different conditions or environments. Adaptability implies a sense of personal choice, of purposefully navigating—rather than being driven by—changing circumstances.
Resilience is the capacity to recover quickly from difficulties. Resilience gives you the ability to bounce forward with new insights and learning you can carry into the future.
Both adaptability and resilience include the ability to assess an evolving situation from multiple perspectives, to shift thinking and viewpoint, and to choose the best response. Adaptable people flourish amidst chaos while inflexible people flounder. Adapters find openings in situations where others only see closure. This 4-module course will give you knowledge and tools to become more adaptable and resilient in your workplace and in your life.
- Keywords:
- Adaptability (Psychology) Resilience (Personality trait) Change (Psychology)
- Resource Type:
- MOOC
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MOOC
Learn Adobe Illustrator from scratch, including typography, infographics, logo design and more. In this course, you will learn about (1) How to use layers (2) When and why to use a specific tool (3) Best practices when designing infographics (4) Creative techniques to fully develop your understanding of the Adobe Illustrator tools and their possibilities
- Course related:
- ITC3076E Fashion Shoe Design and ITC3081D Advanced Apparel Techniques and Practice
- Subjects:
- Technology
- Keywords:
- Adobe Illustrator (Computer file) Computer drawing -- Computer programs Computer graphics -- Software
- Resource Type:
- MOOC
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MOOC
This course covers the fundamentals of advanced fluid mechanics: including its connections to continuum mechanics more broadly, hydrostatics, buoyancy and rigid body accelerations, inviscid flow, and the application of Bernoulli’s theorems, as well as applications of control volume analysis for more complex fluid flow problems of engineering interest. This course features lecture and demo videos, lecture concept checks, practice problems, and extensive problem sets.
This course is the first of a three-course sequence in incompressible fluid mechanics: Advanced Fluid Mechanics: Fundamentals, Advanced Fluid Mechanics: The Navier-Stokes Equations for Viscous Flows, and Advanced Fluid Mechanics: Potential Flows, Lift, Circulation & Boundary Layers. The series is based on material in MIT’s class 2.25 Advanced Fluid Mechanics, one of the most popular first-year graduate classes in MIT’s Mechanical Engineering Department. This series is designed to help people gain the ability to apply the governing equations, the principles of dimensional analysis and scaling theory to develop physically-based, approximate models of complex fluid physics phenomena. People who complete these three consecutive courses will be able to apply their knowledge to analyze and break down complex problems they may encounter in industrial and academic research settings.
`The material is of relevance to engineers and scientists across a wide range of mechanical chemical and process industries who must understand, analyze and optimize flow processes and fluids handling problems. Applications are drawn from hydraulics, aero & hydrodynamics as well as the chemical process industries.
- Subjects:
- Mechanical Engineering
- Keywords:
- Fluid mechanics
- Resource Type:
- MOOC
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MOOC
Earn CNE credits with Vohra, the global leader in wound care education and certification. Vohra’s team of specialty wound care experts created this straightforward wound care course to assist those interested in furthering their careers, in providing better care, or in expanding their knowledge base. This course gives learners the know-how necessary to properly care for wounds in the geriatric population. Vohra’s physicians know that knowledge, skill and proper training are critical to achieving superior clinical results. Become a certified wound care nurse with Vohra.
- Course related:
- SN3010 Nursing Therapeutics 3
- Subjects:
- Nursing
- Keywords:
- Wounds injuries -- Treatment
- Resource Type:
- MOOC
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MOOC
Are you a current or future caregiver, or, a nurse or other healthcare professional who wants to learn more about Alzheimer’s disease? Here are the key content areas that will be addressed over 5 modules: Over 5 million Americans and an estimated 24 million people worldwide are living with Alzheimer’s disease (AD). Given the exponential aging of the population, these numbers are expected to increase dramatically over the next few decades; Alzheimer’s disease is an irreversible, progressive brain disorder that slowly destroys memory and thinking skills and, eventually, the ability to carry out the simplest tasks. It is the most common cause of dementia among older adults and has both genetic and environmental factors in its development; AD is characterized by a variety of cognitive symptoms, including short-term memory loss, problems with problem-solving, judgment and recognition. There are also changes in mood and neuropsychiatric symptoms such as depression, hallucinations and paranoia. Behavioral expressions, include irritability, agitation, resistance to care, and wandering. In the later stages, the person is dependent in all activities of daily living and requires total care; There is no known cause, effective treatment or cure, but there are currently two classes of medications approved to enhance cognitive function, as well as, lifestyle-based preventive strategies thought to possibly reduce risk; There are evidence-based therapeutic approaches and communication strategies to enhance interactions and optimally, prevent behavioral expressions; The key principles of care for the hospitalized person with Alzheimer’s disease are examined, including the importance of therapeutic communication strategies to prevent behavioral expressions and other complications such as delirium and falls; Lastly, the essential role of the dementia caregiver is discussed, including potential consequences, stresses and gratifications, as well as the resources available.
- Course related:
- SN402 Gerontological Nursing
- Subjects:
- Nursing
- Keywords:
- Dementia -- Patients -- Care Dementia -- Nursing Alzheimer's disease Dementia
- Resource Type:
- MOOC
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MOOC
In this anatomy course, part of the Anatomy Specialization, you will explore the interactive relationships of the cardiovascular, respiratory and urinary systems, and the roles they play in your body.This course is a primer for the cardiovascular, respiratory, and urinary systems in which students learn the pertinent details of the structures and functions through a combination of lectures, videos, labeling activities and quizzes. In this course, you will learn the basic structure and function of the cardiovascular system, the basic structure and function of the respiratory system, and the basic structure and function of the urinary system.
- Course related:
- HSS2011 Human Anatomy
- Subjects:
- Health Sciences
- Keywords:
- Human anatomy Cardiovascular system Digestive organs Respiratory organs
- Resource Type:
- MOOC
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MOOC
In this anatomy course, part of the Anatomy XSeries, you’ll learn about the various digestive, endocrine, and reproductive organs, their functions, and pathways of nerves and blood vessels serving these organs. Clinical correlations and vignettes will be used to highlight the importance of these anatomical structures and their relationships. Images and videos from cadaveric and artistic materials will be used to illustrate these concepts.
- Subjects:
- Health Sciences
- Keywords:
- Endocrinology Human anatomy Gastrointestinal system Human reproduction
- Resource Type:
- MOOC
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MOOC
In this anatomy course, part of the Anatomy XSeries, you will be introduced to the central and peripheral nervous systems. You will learn about basic neuroanatomy, sensory pathways, motor pathways and the autonomic nervous system. The course includes illustrated lecture videos and quizzes to help you expand and test your knowledge of the nervous system. By the end of this course, you will have a better understanding of how the entire body influences, and is influenced, by the nervous system.
- Course related:
- RS3030 Clinical Neurology & Neuroscience
- Subjects:
- Health Sciences
- Keywords:
- Nervous system Neuroanatomy
- Resource Type:
- MOOC
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MOOC
Interested in exploring the deadliest and most mysterious parts of our universe? Or, investigating black holes, which warp the very fabric of space-time around them? We will look at what we know about these objects, and also at the many unsolved mysteries that surround them. We will also study white-dwarf stars and neutron stars, where the mind-bending laws of quantum mechanics collide with relativity. And, examine dwarf novae, classical novae, supernovae and even hypernovae: the most violent explosions in the cosmos. This course is designed for people who would like to get a deeper understanding of astronomy than that offered by popular science articles and television shows.You will need reasonable high-school level Maths and Physics to get the most out of this course.
- Course related:
- AP1D02 Introduction to Astronomy
- Subjects:
- Environmental Sciences
- Keywords:
- Black holes (Astronomy) Astrophysics Collisions (Astrophysics)
- Resource Type:
- MOOC
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MOOC
This course will provide participants with an overview of communication issues that have crucial effects on a deaf person’s access to health and emergency services. Participants will acquire knowledge, strategies and a basic set of sign language to achieve effectiveness in communicating with deaf people in selected contexts requiring emergency services. Furthermore, the course leads participants to carefully consider deaf people’s needs in disaster settings and possible actions to take to reduce the risks they face. This is the first local-based online sign language course in Hong Kong focusing on disaster risk reduction through improving the communication between first responders, the public and persons with hearing disabilities in health emergencies and disasters. All signs in the course are demonstrated by the deaf. Serving health professionals and paramedics are invited as the actors to ensure proper skill demonstration. Due to its innovativeness, the course was invited by United Nations Office for Disaster Risk Reduction (UNDRR) to be presented in the Ignite Stage section in Global Platform for Disaster Risk Reduction 2019 in Geneva.
- Course related:
- CBS509 Sign Language and Linguistics and CBS4955 Deafness and Sign Language
- Subjects:
- Public Health
- Keywords:
- Deaf -- Means of communication Sign language Emergency medical services
- Resource Type:
- MOOC
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MOOC
Everyone experiences adversity and stress at some level, whether it’s the pressure to perform in school or work, relationship problems, financial difficulties, or simply the number of tasks to do in a short period of time. All stress isn’t bad, but chronic stress can take its toll on our minds, bodies, and behavior. Research has shown that people can learn and use specific resilience skills (such as optimistic thinking, relaxation strategies, choosing one’s attention) and positive routines (good sleep, scheduling in fun, and so on) in order to better manage stress, bounce back quicker after a setback, be more effective in their academic and vocational pursuits, develop stronger relationships with others, be physically and mentally healthy, and be satisfied with their lives overall. In short, resilience is ordinary magic and can be learned. It does not necessarily mean that you have to be born resilient or get lucky in life. The purpose of this course is to teach individuals the science behind becoming a resilient person. Stated simply, resilience is the ability to survive and thrive. Resiliency is not only about your ability to positively adapt in the face of adverse or challenging circumstances (that is, survive), but it is also about learning the positive skills, strategies and routines that enable you to live a happy, fulfilling, and meaningful life (in other words, thrive). This course gives you the permission to take care of yourself in order to effectively manage life stressors and do what matters most in life.
By the end of this course, you will have learned about the knowledge and skills that you can apply in your life now and in the future to be a resilient person.
- Keywords:
- Stress management Resilience (Personality trait)
- Resource Type:
- MOOC
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MOOC
In the past few decades, China's cities have experienced a period of rapid development. Great changes have taken place in both urban space and urban life. With the booming of information and communications technology (ICT), ‘Big data’ such as mobile phone signaling, public transportation smart card records and ‘open data’ from commercial websites and government websites jointly promote the formation of the ‘new data environment’, thus providing a novel perspective for a better understanding of what changes have happened or are happening in China’s cities. This course combines both the new data generated for urban analysis and its research applications. The content ranges from big data acquisition, analysis, visualization and applications in the context of China’s urbanization and its city planning, to urban modeling methods and typical models, as well as the emerging trend and potential revolution of big data in urban planning. We have categorized the overall content of this online course into five sections, namely, overview, data, data processing, application, and perspective. The section of overview introduces cities in transition and describe the changing of urban space and urban life in China. The second section lists some commonly used open data and big data in the ‘new data environment’. Then, methods for data acquisition, cleaning and analysis are illustrated in data processing section. To better explain the data analysis method, the fourth part introduces several Chinese research cases to illustrate the application of these methods in urban research. Last but not least, the last section is the most future-oriented one, which is composed of some methodologies and proposals such as Data Augmented Design (DAD) and Big Model. This course, which shares experiences on big data analysis and its research application, will suit those concerning contemporary urbanizing China and its urban planning in the context of information and communication technologies.
- Subjects:
- Building Services Engineering and Building and Real Estate
- Keywords:
- China Cities towns -- Data processing City planning Big data
- Resource Type:
- MOOC
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MOOC
Globalisation and advances in information and communication technology have resulted in a 24/7 work environment characterised by rapid change, a greater sense of competition, and an explosion in access to communication and information. These pressures compound stress related to workload and information processing – this not only reduces performance but can lead to a reduced sense of meaning and purpose as well as physical and mental health issues. Understanding stress and how to boost your resilience to it are essential skills for contemporary leaders and play a vital role in managing the demands you face at work. This course will focus on the nature of stressors facing leaders in today’s work environments and how to deal with them. You’ll explore personal resilience – your capacity to withstand and cope with stress – and strategies for self-management, motivation and organisation. You’ll also learn how resilience is impacted by health and social relationships.
- Keywords:
- Adaptability (Psychology) Stress management Resilience (Personality trait) Job stress
- Resource Type:
- MOOC
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MOOC
This is CS50x , Harvard University's introduction to the intellectual enterprises of computer science and the art of programming for majors and non-majors alike, with or without prior programming experience. An entry-level course taught by David J. Malan, CS50x teaches students how to think algorithmically and solve problems efficiently. Topics include abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web development. Languages include C, Python, SQL, and JavaScript plus CSS and HTML. Problem sets inspired by real-world domains of biology, cryptography, finance, forensics, and gaming. The on-campus version of CS50x , CS50, is Harvard's largest course.
- Course related:
- COMP1011 Programming Fundamentals
- Subjects:
- Computing
- Keywords:
- Computer programming Computer science
- Resource Type:
- MOOC
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MOOC
Owing to its rapid development in recent years, China has been in the spotlight of the international arena. While understanding modern China's economy, technology and politics is important, knowing its cultural roots and evolution is no less crucial for seeing a full picture of Chinese culture. This course introduces 5 interesting aspects of Chinese cultural exchange and interaction with other countries in history.
Key questions of the course:
(1) How did the Silk Road emerge in history? Who was Matteo Ricci? What happened in history regarding the Chinese cultural exchange of religions, arts and sports with the West?
(2) Where is Central Asia? What was Pax Mongolica? What role did silver play in the Saga of the Silk Road?
(3) What cultural exchanges occurred between Vietnam and China? How did Vietnam contribute to the introduction of Buddhism to China through the maritime Silk Road? Which of the Vietnamese princes served as a high-ranking official in the Chinese court of the Ming dynasty?
(4) How did China confront Western colonialism as a global trend in the early 20th century? Who was Sun Yat-sen? How did he connect China with the rest of the world? How did Pan-Asianism arise and go bankrupt?
(5) What is the relationship between rituals, ghosts and alcohol in China? What are the stories behind Chinese medicinal food, correlative cosmology and tea? How many major types of Chinese cuisine are there? What sorts of food were exchanged between China and other countries in history?
- Subjects:
- Chinese Studies and Area Studies
- Keywords:
- China Manners customs Politics culture Diplomatic relations
- Resource Type:
- MOOC
-
MOOC
Owing to its rapid development in recent years, China has moved into the spotlight of the international arena. While understanding modern China's economy, technology and politics is important, knowing its cultural roots and evolution is no less crucial for seeing a full picture of Chinese culture. This course introduces 5 interesting aspects of traditional Chinese culture.
Key questions of the course
What was the origin of ancient Confucianism? How does ancient Confucian wisdom help us address the modern human predicament?
How does Daoism enlighten us with a butterfly and fish? What is the connection between Daoism and the equality of all living organisms?
Why does Buddhism see our present lifetime to be nothing but suffering? How do the Four Noble Truths help liberate us from suffering?
What is special about Chinese ancient warfare? Who is Sunzi? What is his book The Art of War about? What can we learn from this famous book?
- Subjects:
- Chinese Studies
- Keywords:
- China Religion Painting Chinese -- Song-Yuan dynasties Philosophy Chinese
- Resource Type:
- MOOC
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MOOC
Owing to its rapid development in recent years, China has been in the spotlight of the international arena. While understanding modern China's economy, technology and politics is important, knowing its cultural roots and evolution is no less crucial for seeing the full picture of Chinese culture. This course introduces 5 interesting aspects of Chinese culture in transformation.
Key questions of the course:
(1) What are the Four Great Classical Chinese Novels? What are the stories about? Why are they so famous and influential in Chinese literature?
(2) What is special about the art of Chinese operas? What are the symbolic meanings behind the face make-up, gestures and costumes? How do the operas serve as a medium for transmitting knowledge in Chinese culture?
(3) Why did the private Confucian academies thrive in the Song dynasty? Why was the famous Donglin Academy suppressed by the state in the Ming dynasty? How were the private academies engaged in the state educational reforms in the late Qing dynasty?
(4) How did New Confucianism emerge as a movement in the 20th century? What were the aspirations of the New Confucians? How did they address modern challenges to the development of Chinese science, democracy and cosmology? Did they succeed in modernizing Confucianism?
(5) What were the traditional expectations of gender roles in China? How was gender politics heightened in the labour force in early New China? What light does the film Li Shuangshuang shed on the gender awareness of Chinese socialism?
- Subjects:
- Chinese Studies
- Keywords:
- China Manners customs Civilization Philosophy Chinese Chinese drama Politics culture Chinese fiction Confucianism
- Resource Type:
- MOOC
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MOOC
Building construction is one of the most waste producing sectors. In the European Union, construction alone accounts for approximately 30% of the raw material input. In addition, the different life-cycle stages of buildings, from construction to end-of-life, cause a significant environmental impact related to energy consumption, waste generation and direct and indirect greenhouse gas emissions. The Circular Economy model offers guidelines and principles for promoting more sustainable building construction and reducing the impact on our environment. If you are interested in taking your first steps in transitioning to a more sustainable manner of construction, then this course is for you! In this course you will become familiar with circularity as a systemic, multi-disciplinary approach, concerned with the different scale, from material to product, building, city, and region. Some aspects of circularity that will be included in this course are maximizing reuse and recycle levels by closing the material loops. You will also learn how the Circular Economy can help to realign business incentives in supply chains, and how consumers can be engaged and contribute to the transition through new business models enabling circular design, reuse, repair, remanufacturing and recycling of building components. In addition, you will learn how architecture and urban design can be adapted according to the principles of the Circular Economy and ensure that construction is more sustainable. You will also learn from case studies how companies already profitably incorporate this new theory into the design, construction and operation of the built environment.
- Subjects:
- Building and Real Estate
- Keywords:
- Construction industry -- Environmental aspects Building materials -- Recycling Sustainable construction
- Resource Type:
- MOOC
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MOOC
This Specialization is aimed at preparing students for undergraduate study in an English-speaking university. The course equips you for full participation and engagement with your studies by building awareness and understanding of the core values and expectations of academic culture, and providing you with practical strategies to apply to your studies. In this course, you will learn how to develop your Communication Skills to help you achieve success in your university studies. After completing this course, you will be able to:
1. Recognise the importance of communication in communities of practice at university
2. Understand contexts of communication at university and associated expectations
3. Communicate clearly across a variety of different contexts and to a wide range of audiences by adapting communicative styles appropriately
4. Demonstrate, negotiate, and further understanding through spoken, written, visual, and conversational modes
5. Effectively formulate arguments and communicate research findings through the process of researching, composing, and editing
6. Confidently engage in constructive and critical dialogue with respect and professionalism
- Keywords:
- Communication Interpersonal communication
- Resource Type:
- MOOC
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MOOC
This course is designed to teach you the foundations in order to write simple programs in Python using the most common structures. No previous exposure to programming is needed. By the end of this course, you'll understand the benefits of programming in IT roles; be able to write simple programs using Python; figure out how the building blocks of programming fit together; and combine all of this knowledge to solve a complex programming problem. We'll start off by diving into the basics of writing a computer program. Along the way, you’ll get hands-on experience with programming concepts through interactive exercises and real-world examples. You’ll quickly start to see how computers can perform a multitude of tasks — you just have to write code that tells them what to do.
- Course related:
- COMP1001 Problem Solving Methodology in Information Technology
- Subjects:
- Computing
- Keywords:
- Python (Computer program language)
- Resource Type:
- MOOC
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MOOC
This course provides the tools needed to build a low-carbon power sector around the world. By diving into the perspective of different players in the power sector - from investors through to utilities, regulators and project developers - you will be able to choose the right strategies, policies and other levers needed to incentivise a cleaner power mix in your own context. This course explores the mix of approaches that can create a pro-renewables environment. It explores this from a policy, regulatory and supply-chain perspective and examines the incentives and rules available. Key policies are brought to life through case studies, learning from both success and failure. Key messages of the course include: - Ambitions for renewable electricity must be grounded in technical and financial feasibility - Pro-renewables environments recognise the needs of energy supply chain actors (e.g. project developers, utilities, regulators, electricity customers) and balances pricing, fiscal and financial and wider policies to incentivise and drive deployment - There are multiple ways to encourage deployment of renewables across different scales – these have strengths and weaknesses and must balance rate of deployment, affordability and efficiency of generation - Incentives and rules are a package and can be aligned to deliver affordable, efficient renewable electricity - several real-world examples demonstrate this - Different countries have succeeded and failed in creating pro-renewables environments – demonstrating that while lessons can be used from these experiences, there is no single route to success and the environment must be bespoke to the circumstances of the country. This course should help decision makers across the electricity supply chain, in both the public and private sector, understand what mix of incentives is ideal from their perspective.
- Subjects:
- Environmental Engineering, Building Services Engineering, and Environmental Policy and Planning
- Keywords:
- Electric power distribution -- Environmental aspects Renewable energy sources
- Resource Type:
- MOOC
-
MOOC
This course deals directly with your ability for creativity which is a critical skill in any field. It focuses on divergent thinking, the ability to develop multiple ideas and concepts to solve problems. Through a series of creativity building exercises, short lectures, and readings, learners develop both an understanding of creativity and increase their own ability.
This course will help you understand the role of creativity and innovation in your own work and in other disciplines. It will challenge you to move outside of your existing comfort zone and to recognize the value of that exploration. This course will help you understand the importance of diverse ideas, and to convey that understanding to others.
The principal learning activity in the course is a series of "differents" where you are challenged to identify and change your own cultural, habitual, and normal patterns of behavior. Beginning with a prompt, e.g. "eat something different", you will begin to recognize your own = limits and to overcome them. In addition, you are encouraged to understand that creativity is based on societal norms, and that by it's nature, it will differ from and be discouraged by society. In this course, the persistence of the creative person is developed through practice. At the same time, these exercises are constrained by concerns of safety, legality, and economics, which are addressed in their creative process.
- Keywords:
- Creative thinking Change Problem solving Critical thinking
- Resource Type:
- MOOC
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MOOC
In today's business environment, organizations have identified critical thinking and problem-solving as skills that are integral to an employee's--and their organization's--success.
The most successful professionals can assess the environment, analyze a situation, design a solution, and ultimately win in a competitive scenario.
This course, part of the Leadership Essentials Professional Certificate program, will demystify, discuss, and provide application techniques for critical thinking and problem-solving in a business context. Learners will draw connections to their work experience by analyzing and critiquing case studies. Best practices for problem-solving will be discussed and illustrated including how to weigh alternative solutions, incorporate feedback from stakeholders, and how and when to start over.
- Keywords:
- Management Problem solving Critical thinking Decision making
- Resource Type:
- MOOC
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MOOC
This data analytics course takes an interdisciplinary approach to demonstrate the data analytics process in the context of accounting and finance. The growing volume of both structured and unstructured data has pushed forward a more data-driven form of decision-making in accounting and finance. In order to keep up with the Big Data era advancements, accountants and finance professionals need to have a data analyst mindset to excel in their jobs. This course will illustrate different concepts of accounting and finance with the application of data analytics. It will not only help the learners to develop their skills to ask the right questions but also teach them how to master the data and use different tools like Excel and Tableau to analyze the data. In the end, the learners will be able to interpret the results and make their decisions effectively.
This course will use a simple framework that helps the learners to develop an analytical mindset. This framework (QDAR) has four major components:
1. Ask the right Q uestions to address an issue in accounting or finance contexts.
2. Understand the different data types and how to retrieve and clean D ata.
3. Conduct different data A nalyses to answer the questions
4. Communicate the R esults to the decision-makers using graphs, visualizations and reports.
The whole course will cover different aspects of the framework in conjunction with different types of analyses. There will be additional datasets for the verified learners through which they can practice what they have learned during the course.
- Subjects:
- Accounting and Finance
- Keywords:
- Accounting -- Data processing Finance -- Data processing
- Resource Type:
- MOOC
-
MOOC
reviews a range of survey data collection methods that are both interview-based (face-to-face and telephone) and self-administered (paper questionnaires that are mailed and those that are implemented online, i.e. as web surveys).
- Subjects:
- Statistics and Research Methods
- Keywords:
- Qualitative research Quantitative research Social sciences -- Research -- Methodology
- Resource Type:
- MOOC
-
MOOC
Data science has critical applications across most industries, and is one of the most in-demand careers in computer science. Data scientists are the detectives of the big data era, responsible for unearthing valuable data insights through analysis of massive datasets. And just like a detective is responsible for finding clues, interpreting them, and ultimately arguing their case in court, the field of data science encompasses the entire data life cycle. That starts with capturing lots of raw data using data collection techniques, and then building and maintaining data pipelines and data warehouses that efficiently “clean” the data and make it accessible for analysis at scale. This data infrastructure allows data scientists to efficiently process datasets using data mining and data modeling skills, as well as analyze these outputs with sophisticated techniques like predictive analysis and qualitative analysis. Finally, these findings must be presented using data visualization and data reporting skills to help business decision makers. Depending on the size of the company, data scientists may be responsible for this entire data life cycle, or they might specialize in a particular portion of the life cycle as part of a larger data science team
- Subjects:
- Computing
- Keywords:
- Machine learning Data mining Big data
- Resource Type:
- MOOC
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MOOC
Despite the recent increase in computing power and access to data over the last couple of decades, our ability to use the data within the decision making process is either lost or not maximized at all too often, we don't have a solid understanding of the questions being asked and how to apply the data correctly to the problem at hand.
This course has one purpose, and that is to share a methodology that can be used within data science, to ensure that the data used in problem solving is relevant and properly manipulated to address the question at hand.
Accordingly, in this course, you will learn:
- The major steps involved in tackling a data science problem.
- The major steps involved in practicing data science, from forming a concrete business or research problem, to collecting and analyzing data, to building a model, and understanding the feedback after model deployment.
- How data scientists think!
- 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
- Subjects:
- Business Information Technology and Computing
- Keywords:
- Electronic data processing Data mining Problem solving
- Resource Type:
- MOOC
-
MOOC
The building industry is exploding with data sources that impact the energy performance of the built environment and health and well-being of occupants. Spreadsheets just don’t cut it anymore as the sole analytics tool for professionals in this field. Participating in mainstream data science courses might provide skills such as programming and statistics, however the applied context to buildings is missing, which is the most important part for beginners. This course focuses on the development of data science skills for professionals specifically in the built environment sector. It targets architects, engineers, construction and facilities managers with little or no previous programming experience. An introduction to data science skills is given in the context of the building life cycle phases. Participants will use large, open data sets from the design, construction, and operations of buildings to learn and practice data science techniques. Essentially this course is designed to add new tools and skills to supplement spreadsheets. Major technical topics include data loading, processing, visualization, and basic machine learning using the Python programming language, the Pandas data analytics and sci-kit learn machine learning libraries, and the web-based Colaboratory environment. In addition, the course will provide numerous learning paths for various built environment-related tasks to facilitate further growth.
- Keywords:
- City planning -- Statistical methods Python (Computer program language) Information visualization
- Resource Type:
- MOOC
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MOOC
In autonomous vehicles such as self-driving cars, we find a number of interesting and challenging decision-making problems. Starting from the autonomous driving of a single vehicle, to the coordination among multiple vehicles. This course will teach you the fundamental mathematical model for many of these real-world problems. Key topics include Markov decision process, reinforcement learning and event-based methods as well as the modelling and solving of decision-making for autonomous systems. This course is aimed at learners with a bachelor's degree or engineers in the automotive industry who need to develop their knowledge in decision-making models for autonomous systems. Enhance your decision-making skills in automotive engineering by learning from Chalmers, one of the top engineering schools that distinguished through its close collaboration with industry.
- Subjects:
- Electrical Engineering, Mechanical Engineering, and Transportation
- Keywords:
- Decision making Automobiles -- Design construction Automated vehicles
- Resource Type:
- MOOC
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MOOC
If you want to break into AI, this Specialization will help you do so. Deep Learning is one of the most highly sought after skills in tech. We will help you become good at Deep Learning. In five courses, you will learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects. You will learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, and more. You will work on case studies from healthcare, autonomous driving, sign language reading, music generation, and natural language processing. You will master not only the theory, but also see how it is applied in industry. You will practice all these ideas in Python and in TensorFlow, which we will teach. You will also hear from many top leaders in Deep Learning, who will share with you their personal stories and give you career advice. AI is transforming multiple industries. After finishing this specialization, you will likely find creative ways to apply it to your work. We will help you master Deep Learning, understand how to apply it, and build a career in AI.
- Course related:
- AMA564 Deep Learning
- Subjects:
- Computing
- Keywords:
- Machine learning Neural networks (Computer science) Artificial intelligence
- Resource Type:
- MOOC
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MOOC
Explore key concepts in the new field of design theory. Gain fundamental knowledge of what design is and its relation to culture, economics, and the arts.
- Keywords:
- Design Design -- Social aspects Design -- Philosophy
- Resource Type:
- MOOC
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MOOC
This course provides an introduction to the foundational activities related to design thinking: a flexible, yet systematic process to define and solve problems. A common misconception is that design thinking requires artistry, but it is not centered on artistic principles. Design thinking is a strategy and mindset that can be applied to any industry to solve problems.
- Subjects:
- Design Elements
- Keywords:
- Design -- Methodology Problem solving Industrial design
- Resource Type:
- MOOC
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MOOC
When you immerse yourself in the context of the user, you can uncover pain points and find opportunities for improvement or innovation not always evident to your audience. In this course, part of the Design Thinking MicroMasters program, you will learn how to use simple research methodologies including active listening to understand your target audience and uncover their obvious or latent needs. Emphasis will be placed on observation and interviewing as key methods to gain empathy for the user's experience and viewpoint. Equipped with this understanding, you will be prepared to identify and define more accurately the business problem. You will also review case studies and discuss strategies to foster productive client-stakeholder relationships, including user personification, context understanding, and empathy idea mapping (ideas that resonate with your target audience).
- Subjects:
- Design Elements
- Keywords:
- Design -- Methodology Problem solving Industrial design
- Resource Type:
- MOOC
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MOOC
Creating prototypes puts a proposed solution into action. In this course, you will learn the value of prototypes and user testing as critical components of the design thinking process. You will examine case studies to understand the iterative process of prototyping and discover how new products and ideas can emerge as a result. As part of the Design Thinking MicroMasters program, you will study how to analyze and implement the results of user testing to ensure your solution can fully benefit from this inclusive and innovative process. Best practices for evaluating solutions will also be covered, including surveys, user evaluations, focus groups and interviews.
- Subjects:
- Design Elements
- Keywords:
- Design -- Methodology Industrial design
- Resource Type:
- MOOC
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MOOC
Design thinking has become very popular recently. It is because many people believe that design thinking can help generate innovative solutions. Many business and non-business organizations are adopting it to resolving their problems. Even business schools and other disciplines include design thinking in their curriculum. Then, what is design thinking, really? And how can it benefit us?
Design thinking is commonly recognized as a problem-solving process that includes five stages - Empathize, Define, Ideate, Prototype and Test. However, when we compare the design thinking process with the conventional problem-solving process, there are no major differences, except the implementation part. Design thinking looks at problems with a holistic and human-centric perspective. It also tackles complex problems by using a non-linear approach. However, some people claim that considering design thinking as a problem-solving process is too simplistic.
Actually, design thinking should be considered as behaviors and attitudes when dealing with problems. Design thinkers use different thinking styles and attitudes when approaching problems. Design thinkers possess certain personal traits like human-centeredness, having a flexible and creative thinking style, being comfortable with subjective and intuitive judgement, and high self-efficacy. These thinking styles and attitudes help not only in problem-solving but also in finding opportunities. In order to be proficient in design thinking, we should not only understand the design Thinking process, but also have to make ourselves become a design thinker.
This MOOC provides you with core knowledge about design thinking and demystifies design thinking as a process for solving complex and wicked problems.
- Keywords:
- Creative ability Product design Critical thinking
- Resource Type:
- MOOC
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MOOC
Master the building blocks of financial trading and investment over the course of 4 weeks. You will learn to trade with confidence by focusing on both the technical and fundamental aspects of trading/investment with our help and support throughout. You will learn what is required in order to successfully trade stocks, currency and commodity markets.
- Course related:
- AF3316 Investments
- Subjects:
- Finance
- Keywords:
- Securities -- Prices Investments Stocks Investment analysis
- Resource Type:
- MOOC
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MOOC
Driving Hotel Revenues is an online course where you will develop a comprehensive knowledge base related to three key areas of hospitality marketing and sales: - Distribution Channels - Revenue Management - E-Marketing and Social Media
- Course related:
- HTM3202 Financial Management in Hospitality and Tourism and HTM4337 Revenue Management
- Subjects:
- Hotel, Travel and Tourism
- Keywords:
- Hotel management Revenue management
- Resource Type:
- MOOC
-
MOOC
“Easy Vlogging – making Interactive Self-introduction Videos” is an online course for people to learn, in self-paced format, how to create effective job interview videos for either academic pursuit or career needs. With the contents learned from this course, it helps learners apply for dream jobs easier and more successfully, producing self-introduction videos with good visual quality, superior self-expression and professional presence.
The purpose of this course is to offer students with:
• An overview of digital video production, including script writing and other preparation works;
• An introduction on various video production techniques, including the use of camera, lighting and video editing techniques; and
• An understanding on the role of digital self-introduction video for interview purposes.
- Keywords:
- Video recordings -- Production direction
- Resource Type:
- MOOC
-
MOOC
Too often modern cities and suburbs are disorganized places where most new development makes daily life less pleasant, creates more traffic congestion, and contributes to climate change. This trend has to change; and our course is going to show you how. Ecodesign means integrating planning, urban design and the conservation of natural systems to produce a sustainable built and natural environment. Ecodesign can be implemented through normal business practices and the kinds of capital programs and regulations already in use in most communities. We will show you how ecodesign has already been used for exceptional projects in many cities and suburbs—from Hammarby Sjöstad in Stockholm to False Creek North in Vancouver to Battery Park City in Manhattan, as well as many smaller-scale examples that can be adopted in any community. Cities and suburbs built according to ecodesign principles can and should become normal, instead of just a few special examples, transforming urban development into desirable, lower-carbon, compact and walkable communities and business centers. As this course describes specific solutions to the vexing urban challenges we all face, course participants can see how these ideas might be applied in their own area. Participants will learn the conceptual framework of ecodesign, see many real, successful examples, and come to understand the tools, processes, and techniques for policy development and implementation. Ecodesign thinking is relevant to anyone who has a part in shaping or influencing the future of cities and suburbs – citizens, students, designers, public officials, and politicians. At the conclusion of the course participants will have the tools and strategies necessary to advocate policies and projects for a neighbourhood or urban district using the ecodesign framework.
- Subjects:
- Environmental Engineering, Building Services Engineering, and Building and Real Estate
- Keywords:
- Cities towns -- Growth City planning -- Environmental aspects Regional planning
- Resource Type:
- MOOC
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MOOC
Electric powertrains are estimated to propel a large part of road vehicles in the future, due to their high efficiency and zero tailpipe emissions. But, the cost and weight of batteries and the time to charge them are arguments for the conventional powertrain in many vehicles. This makes it important for engineers working with vehicles to understand how both these powertrains work, and how to determine their performance and energy consumption for different type of vehicles and different ways of driving vehicles. This course is aimed at learners with a bachelor's degree or engineers in the automotive industry who need to develop their knowledge about electric powertrains. In this course, you will learn how electric and conventional combustion engine powertrains are built and how they work. You will learn methods to calculate their performance and energy consumption and how to simulate them in different driving cycles. You will also learn about the basic function, the main limits and the losses of: Combustion engines, Transmissions Electric machines, Power electronics Batteries. This knowledge will also be a base for understanding and analysing different types of hybrid vehicles, discussed in the course, Hybrid Vehicles. As a result of support from MathWorks, students will be granted access to MATLAB/Simulink for the duration of the course.
- Subjects:
- Electrical Engineering, Mechanical Engineering, and Transportation
- Keywords:
- Electric vehicles Automobiles -- Power trains
- Resource Type:
- MOOC
-
MOOC
The Elements of AI is a series of free online courses created by Reaktor and the University of Helsinki. We want to encourage as broad a group of people as possible to learn what AI is, what can (and can’t) be done with AI, and how to start creating AI methods. The courses combine theory with practical exercises and can be completed at your own pace.
- Course related:
- COMP4431 Artificial Intelligence
- Subjects:
- Computing
- Keywords:
- Artificial intelligence Machine learning
- Resource Type:
- MOOC
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MOOC
This course was recorded in 2021 by Dr Nick Barton, an ISRM Fellow and recipient of the 2011 Müller Award of the ISRM. In this course, it includes some examples of empirical methods in rock mechanics and rock engineering: for tunnelling, rock joints, rock masses, and rock slopes, cliffs and mountains (Q, QTBM, JRC, JCS, QSLOPE and other topics) The course has four parts, each opening in its own page.
Part 1 - The many faces of Q
Part 2 - Shear Strength of Rock, Rock Joints, etc.
Part 3 - Failure Modes in Rock Masses
Part 4 - TBM Performance and Prognosis
- Subjects:
- Land Surveying and Geo-Informatics
- Keywords:
- Rock mechanics Engineering geology
- Resource Type:
- MOOC
-
MOOC
Humanity faces an immense challenge: providing abundant energy to everyone without wrecking the planet. If we want a high-energy future while protecting the natural world for our children, we must consider the environmental consequences of energy production and use. But money matters too: energy solutions that ignore economic costs are not realistic, particularly in a world where billions of people currently can’t afford access to basic energy services. How can we proceed? Energy Within Environmental Constraints won’t give you the answer. Instead, we will teach you how to ask the right questions and estimate the consequences of different choices. This course is rich in details of real devices and light on theory. You won’t find any electrodynamics here, but you will find enough about modern commercial solar panels to estimate if they would be profitable to install in a given location. We emphasizes costs: the cascade of capital and operating costs from energy extraction all the way through end uses. We also emphasize quantitative comparisons and tradeoffs: how much more expensive is electricity from solar panels than from coal plants, and how much pollution does it prevent? Is solar power as cost-effective an environmental investment as nuclear power or energy efficiency? And how do we include considerations other than cost? This course is intended for a diverse audience. Whether you are a student, an activist, a policymaker, a business owner, or a concerned citizen, this course will help you start to think carefully about our current energy system and how we can improve its environmental performance.
- Subjects:
- Environmental Engineering, Building Services Engineering, and Building and Real Estate
- Keywords:
- Environmental protection Environmental management Renewable energy sources Power resources
- Resource Type:
- MOOC
-
MOOC
Learn how to be successful in your job search by creating a compelling CV / résumé and cover letter.
- Subjects:
- English Language
- Keywords:
- Applications for positions Résumés (Employment)
- Resource Type:
- MOOC
-
MOOC
Learn how to successfully ace your job interviews to get promotions and secure a new job.
- Keywords:
- Applications for positions Employment interviewing
- Resource Type:
- MOOC
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MOOC
Once you have successfully grasped the foundation of interview success by completing our English@Work: Basic Job Interview Skills course, how you persuade others to believe that you are as good as you say you are is now the challenge. Our instructors have had a 100% success rate in getting interviews and landing a job, and we hope to share that experience with you.
By the end of this course, you will have learned how to:- prepare precise and persuasive answers to challenging questions
- use verbal and non-verbal skills to impress the interviewers
- perform professionally during and after interviews
- Keywords:
- Job hunting Employment interviewing Interviewing
- Resource Type:
- MOOC
-
MOOC
Based on advice from accomplished professionals in the business, HR and academic field, we have created a course that helps you build a solid foundation to succeed in job interviews and get that ultimate call. This course will change the way you prepare for and perform in job interviews.
By the end of this course, you will have learned how to:- achieve interview success in six steps
- find out how YOU can be an independent learner and become a life-long learner
- stand out from the crowd using four strategies
- avoid common mistakes
- highlight soft and hard skills using appropriate vocabulary and expressions
- structure impressive answers using four steps
- express opinions and delaying answers effectively
- Keywords:
- Job hunting Employment interviewing Interviewing
- Resource Type:
- MOOC
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