Coursera Courses |
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How Google does Machine Learning 日本語版 (Coursera) https://www.coursera.org/learn/google-machine-learning-jp "Google Cloud で機械学習を実装する際のベスト プラクティスには何があるでしょうか。Vertex AI とは何であり、このプラットフォームを使用してコードを 1 行も記述せずに AutoML 機械学習モデルを迅速に構築、トレーニング、デプロイするにはどうすればよいでしょうか。機械学習とはどのようなもので、どのような問題の解決に役立つのでしょうか。 Google では機械学習について独自の視点で考えています。マネージド データセット、特徴量ストア、そしてコードを 1 行も記述せずに迅速に機械学習モデルを構築、トレーニング、デプロイする手段を 1 つにまとめた統合プラットフォームを提供するとともに、データにラベル付けし、TensorFlow、SciKit Learn、Pytorch、R やその他のフレームワークを使用して Workbench ノートブックを作成できるようにすることが、Google の考える機械学習の在り方です。Google の Vertex AI プラットフォームでは、カスタムモデルをトレーニングしたり、コンポーネント パイプラインを構築したりすることもで |
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How Music Can Change Your Life (Coursera) https://www.coursera.org/learn/music-life Did you ever wonder how music works? This course provides free video, audio and journal resources that explain six basic principles about how music can influence individual and community health and wellbeing. From biology and neuroscience, to psychotherapy and politics, the ways we engage with music can make all the difference. Music has always played an integral role in the lives of individuals and communities all around the globe. This course explores the ways that music can be used to achie |
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How Science Turns Data Into Knowledge (Coursera) https://www.coursera.org/learn/how-science-turns-data-into-knowledge How Science Turns Data Into Knowledge teaches you how to evaluate scientific claims critically, address experimental limitations, and recognize the roles of trust and responsibility within research. During the course, you’ll explore the nuances of significance testing, scientific research methods, and science communication, emphasizing the importance of carefully interpreting statistical results. After learning about the scientific process, you’ll learn how science can make its way into the new |
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How Software Ate Finance (Coursera) https://www.coursera.org/learn/how-software-ate-finance Software is eating the world, with radical consequences for financial services. This course gives you a foundation for understanding the future of financial services, and provides guidance for creating fintech businesses in the 2020s and beyond. |
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How Technology is Shaping Democracy and the 2020 Election (Coursera) https://www.coursera.org/learn/technology-shaping-democracy-2020-election Democracy can only thrive with the participation of well-informed citizens. The 2020 U.S. presidential election will be historic for many reasons and all parties are leveraging the power of technology to both influence and mobilize voters. More than ever, digital tools and platforms are shaping the opinions and behaviors of voters who will determine the future of the governance of the United States. This new course examines the unprecedented influence of technology and technology policy on Ame |
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How Things Work: An Introduction to Physics (Coursera) https://www.coursera.org/learn/how-things-work An introduction to physics in the context of everyday objects. |
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How to Build an Effective Service Company (Coursera) https://www.coursera.org/learn/effective-service-company Why do so many brilliant plans fail to deliver? What do you have to do to make things happen and make things right in services companies or service areas? Our teams require a new structured operational mindset that unifies improvement, promised service delivery and financial results. Just in time, Lean, Agile, Design Thinking... Are these movements familiar to you? Professor Muñoz-Seca has developed a framework that goes beyond these approaches: SPDM (Service Problem Driven Management) makes k |
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How to Build an Executive Presence (Coursera) https://www.coursera.org/learn/how-to-build-an-executive-presence This course is designed to equip learners with knowledge and concepts around building a powerful executive presence while finding the balance between self-promotion and genuine contribution, asserting your presence and collaborating effectively with others. I will share with you how After coaching executives for the past 15 years and spending time with hundreds of CEO's as a Vistage presenter, I can help you stand out without creating a perception of self-serving motives or overshadowing team c |
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How to Change the World (Coursera) https://www.coursera.org/learn/world-change How can we use the things we share in common to address some of the most challenging problems facing the world? This course examines issues concerning poverty, the environment, technology, health care, gender, education and activism to help us understand better how to initiate positive change. |
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How To Create a Website in a Weekend! (Project-Centered Course) (Coursera) https://www.coursera.org/learn/how-to-create-a-website What you’ll achieve: In this project-centered course*, you’ll design, build, and publish a basic website that incorporates text, sound, images, hyperlinks, plug-ins, and social media interactivity. We’ll provide you with step-by-step instructions, exercises, tips, and tools that enable you to set up a domain name, create an attractive layout for your pages, organize your content properly, ensure that your site functions well across different operating systems and on mobile devices, keep your si |
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How to Create an Online Course (Coursera) https://www.coursera.org/learn/how-to-create-an-online-course Learn how to design and develop online learning materials. Digital education is expanding faster than ever before, and learning online has become an essential part of how we teach and learn. On this two-week course, you’ll learn how to create online learning materials that are open, accessible, and engaging. You will complete practical activities to explore key topics such as target audience, writing style and narrative, active learning, and digital tools. You’ll be equipped to create target |
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How to Create Video for Online Courses (Coursera) https://www.coursera.org/learn/how-to-create-video-for-online-courses Increasingly, as education pivots online, educators are looking to filmmaking as a way of creating new and exciting content. On this two-week course from the University of Edinburgh, you’ll learn how to turn your mobile phone into a full-featured video production suite to create effective and engaging online course videos and media. Develop the skills to script, storyboard, and film your videos. To create engaging videos that complement your online learning materials while also making the bes |
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How to Describe Data (Coursera) https://www.coursera.org/learn/how-to-describe-data How to Describe Data examines the use of data in our everyday lives, giving you the ability to assess the usefulness and relevance of the information you encounter. In this course, learn about uncertainty’s role in measurements and how you can develop a critical eye toward evaluating statistical information in places like headlines, advertisements, and research. You’ll learn the fundamentals of discussing, evaluating, and presenting a wide range of data sets, as well as how data helps us make se |
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How to Develop Standard Operating Procedures (SOPs) (Coursera) https://www.coursera.org/learn/how-to-develop-standard-operating-procedures-sops Every organization needs to perform crucial functions in a repeatable and reliable way, and to do that it needs Standard Operating Procedures. The main purpose of Standard Operating Procedures is to optimise efficiency, maintain safe working conditions and assure quality. Not all activities or process steps in an organisation need procedures, but SOPs are essential for activities where consistency of operation is required for example where there are safety or risk issues, where quality is crit |
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How to Finance and Grow Your Startup – Without VC (Coursera) https://www.coursera.org/learn/startup-financing-without-vc Who? If you’re an entrepreneur at any stage of your journey, or even an aspiring one, and you need money to start or grow your business, this course is for you. What? This course will introduce, and help you put to use in your startup, the five models through which your customers can – and will, if you ask them! – fund your business. These five time-tested models have been put to use by entrepreneurial superstars like Michael Dell, Bill Gates, Richard Branson and more. Sadly, though, the f |
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How to finance your venture ? (Coursera) https://www.coursera.org/learn/finance-venture The course aims at providing knowledge and experience to entrepreneurs and would-be entrepreneurs. Entrepreneurs generally start with a mission, a new idea that they want to bring to the world. If the idea is original, it is probably not expected by the market, which has to be educated. This is a very costly experience. Entrepreneurs need to gather capital at the start of the journey. They need to articulate clear plans, define objectives and resources and raise money accordingly. They also need |
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How to Generate and Maintain a Healthy Sales Pipeline (Coursera) https://www.coursera.org/learn/generate-and-maintain-a-healthy-sales-pipeline Did you know that 68% of companies identify sales pipeline management as a critical component of their sales process success? Dive into the world of sales with our course designed to transform your approach to generating and nurturing leads. This short course was created to help sales professionals, business owners, and anyone interested in mastering sales strategies accomplish the art of building and managing a healthy sales pipeline for improved lead generation, deal closure rates, and custome |
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https://www.coursera.org/learn/how-to-get-into-ai AI forms the basis for all computer learning and is the future of all complex decision-making. As such it is becoming increasingly prevalent in daily life. As a result, the outlook is bright for artificial intelligence jobs. In this course, you will learn how to navigate the dynamic field of artificial intelligence (AI), exploring its applications and the evolving landscape of AI-related careers. You'll learn to understand various AI techniques, from artificial intelligence engineering to data |
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How to Get Into Robotics (Coursera) https://www.coursera.org/learn/how-to-get-into-robotics In this course, you will learn about the dynamic world of robotics, which blends engineering, electronics, and computer science to create innovations that enhance our daily lives. You'll learn to envision a future where humanoid robots assist the elderly, autonomous cars ensure safety and medical robots revolutionise surgical precision. You'll then discover the array of exciting careers in robotics, from engineering and software development to research and project management, gaining insig |
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https://www.coursera.org/learn/skills-management Do you want to gain a competitive edge on the job market? Would you like to improve the way that you organize, manage, and present your skills to succeed in a competency-based, competitive job selection? Have you prepared to compete for jobs in the age of AI-powered recruiting? This advanced, project-centered course* is designed for working professionals who want to direct their skill-building activities towards creating powerful, evidence-based, data-driven, and externally verified job applica |
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How to Jumpstart Your Hidden Creative Genius (Coursera) https://www.coursera.org/learn/karl-gude-creativity Despite what you may think, there is evidence that everyone has the capacity to think creatively. This course will teach you to be much less predictable in your thinking and have the confidence and ability to generate unique, workable ideas to solve complex problems. Society impels us to conform to its written and unwritten rules for thinking and behaving in a certain way, which makes too many of the ideas and solutions we generate fairly predictable and ineffective. The first part of this cou |
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How to Make a Comic Book (Project-Centered Course) (Coursera) https://www.coursera.org/learn/make-comic-books What you’ll achieve: In this project-centered course*, you will create an original four page minicomic designed around a short story of your choosing. What you’ll need to get started: This project-centered course is designed for all-age learners (high school age and above, at least 13 years of age) who are interested in learning how to make a comic book, but have never completed one before. While comic books can be created with any kinds of materials, we recommend that learners have the follo |
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How to Make Money with Your Music Copyrights (Coursera) https://www.coursera.org/learn/how-to-make-money-with-your-music-copyrights If you want to learn how to make a living with your music, this is the course for you. How to Make Money with Your Music Copyrights will provide an overview of basic copyright principles and their relationship to music publishing as well as the primary revenue streams available to independent songwriters and artists. Taught by the experienced entertainment attorney and record label executive turned Berklee instructor, Professor Tonya Butler J.D., LL.M., you will learn how to utilize the differ |
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How to Manage a Remote Team (Coursera) https://www.coursera.org/learn/remote-team-management Remote management is much more than just implementing a work-from-home policy. In this course, you’ll learn and apply remote work best practices, build your remote work policy, and prepare your team for success. This course is ideal for current managers, executives, and human resources professionals who want to learn how to lead and support a high-functioning, scalable remote team. GitLab is one of the world’s largest all-remote organizations; experts from throughout the company will guide you |
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How to Modernize applications with IBM CICS (Coursera) https://www.coursera.org/learn/modernize-applications-ibm-cics This course explains why CICS is perfect for powering the next generation of enterprise applications and how you can help build them. IBM CICS is the trusted core of enterprise applications and transaction processing. You will experience writing, updating and running CICS applications as well as the new APIs, capabilities and functions that will allow you to modernize these applications to run as part of a hybrid cloud application. On successful completion of this course, the learners are eligi |
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How to Network: Leading Yourself to Lead Others (Coursera) https://www.coursera.org/learn/how-to-network Life is a relationship business, and the world is our work. Success in today’s complex, dynamic, and unpredictable world depends on our ability to cultivate, nurture, and activate relationships. This course – designed for students, professionals, and executives – will inspire learners to build a networking mindset and harness the power of networking to solve problems, create opportunities, and live out their respective purposes and goals. A networking mindset is a strategic advantage in life an |
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How to Sell: An Overview of Fundamental Selling Techniques (Coursera) https://www.coursera.org/learn/how-to-sell-fundamental-selling-techniques Did you know that 70% of sales professionals fail to ask for the sale? This critical step is often overlooked, yet it's crucial for closing deals and achieving success in sales. This short course is tailored for aspiring sales professionals and those looking to refine their sales skills to master fundamental selling techniques to start or increase their sales effectively. By completing this course, you'll gain the ability to understand the sales process deeply, engage in effective cold calling |
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https://www.coursera.org/learn/how-to-teach-us Join High Tech High in this groundbreaking new course that follows the educational experiences of various students in our schools. We will will listen to them as they tell us How To Teach Us. |
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How to Transform Digitally? (Coursera) https://www.coursera.org/learn/how-to-transform-digitally How do firms lead successful digital transformations? The course answers the question. Developed by Professor Pankaj Setia at the Indian Institute of Management Ahmedabad (IIMA), the course teaches the professor’s well-renowned DaWoGoMo© model. To teach the model, Professor Setia explains many different examples of digital transformations, some involving advanced implementations of artificial intelligence. The course presents and highlights ways to successfully transform various aspects of organ |
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How to Validate your Startup Idea (Coursera) https://www.coursera.org/learn/startup-idea Starting a new business begins with an idea that needs to evolve through experimentation, iteration and interactions with people. This course is for existing and potential entrepreneurs who are looking for guidance and support to make their ‘great idea’ a reality. In addition to reviewing the basic principles of entrepreneurship, this course guides you through the process of actively validating your idea in the market. We encourage you to identify and communicate good opportunities and to create |
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How to Write a Resume (Project-Centered Course) (Coursera) https://www.coursera.org/learn/how-to-write-a-resume What you’ll achieve: In this project-centered course*, you will craft an essential cornerstone of the modern-day job or internship search: the resume. You’ll review resume best practices and explore current trends with guidance from a professional career counselor and recruiter, and you’ll exchange structured feedback with your peers as you work to polish your own resume. When you complete the course, you’ll have an eye-catching resume that lets your professional strengths shine. What you’ll |
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How to Write and Publish a Scientific Paper (Project-Centered Course) (Coursera) https://www.coursera.org/learn/how-to-write-a-scientific-paper What you will achieve: In this project-based course, you will outline a complete scientific paper, choose an appropriate journal to which you'll submit the finished paper for publication, and prepare a checklist that will allow you to independently judge whether your paper is ready to submit. What you'll need to get started: This course is designed for students who have previous experience with academic research - you should be eager to adapt our writing and publishing advice to an existing per |
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https://www.coursera.org/learn/how-vaccines-work This course describes the underpinning science around vaccines and their development. It will look at the immunological underpinnings of how vaccines induce protection. It will also look at the epidemiological basis of how vaccines are rolled out. Finally it will explore how new vaccines are developed. On successful completion of the course, learners will be able to: 1. Understand how the immune response mediates vaccine protection 2. Explain how vaccines enter public health programs 3. Demons |
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HPV-Associated Oral and Throat Cancer: What You Need to Know (Coursera) https://www.coursera.org/learn/hpv-oral-throat-cancer Welcome to HPV-Associated Oral and Throat Cancers: What You Need to Know This course, offered by the Department of Otolaryngology – Head and Neck Surgery at the Icahn School of Medicine at Mount Sinai, is designed to inform primary care physicians and otolaryngologists (general and head and neck surgeons), as well as medical students, residents, nurses, physician assistants, medical assistants, about HPV-associated oral and throat cancers. It is also applicable to individuals who wish to broad |
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HTML & CSS Crash Course (Coursera) https://www.coursera.org/learn/html--css-crash-course Are you interested in delving into the realm of web development but find yourself unsure of where to start? Do you aspire to acquire the skills needed to build your own websites? Have previous attempts to grasp HTML and CSS through conventional courses left you disinterested or overwhelmed? If your response aligns with a resounding "YES" to any of these inquiries, then this course is perfectly tailored to meet your needs! What Sets Our Course Apart? Our course boasts the distinguished presenc |
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HTML and CSS in depth (Coursera) https://www.coursera.org/learn/html-and-css-in-depth In this course, you’ll use software development tools like HTML to build attractive web pages that work well—and you’ll use structured semantic data to control how websites appear to the end user. You will then dive deeper into CSS by applying increasingly specific styling to various elements. You’ll learn to use Bootstrap’s grid system to create layouts and work with components and themes. Finally, you’ll explore debugging and learn how it can be utilized to banish common front-end errors. B |
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HTML y CSS en detalle (Coursera) https://www.coursera.org/learn/html-and-css-in-depth-es En este curso, utilizará herramientas de desarrollo de software como HTML para construir páginas web atractivas que funcionen bien y utilizará datos semánticos estructurados para controlar la apariencia de los sitios web para el usuario final. A continuación, profundizará en CSS aplicando estilos cada vez más específicos a diversos elementos. Aprenderá a utilizar el sistema de cuadrícula de Bootstrap para crear diseños y trabajar con componentes y temas. Por último, explorará la depuración y a |
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HTML, CSS, and Javascript for Web Developers (Coursera) https://www.coursera.org/learn/html-css-javascript-for-web-developers Do you realize that the only functionality of a web application that the user directly interacts with is through the web page? Implement it poorly and, to the user, the server-side becomes irrelevant! Today’s user expects a lot out of the web page: it has to load fast, expose the desired service, and be comfortable to view on all devices: from a desktop computers to tablets and mobile phones. In this course, we will learn the basic tools that every web page coder needs to know. We will start fr |
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Human Decision Making and its Biases (Coursera) https://www.coursera.org/learn/human-decision-making-and-its-biases This course discusses the biases and limitations of the human brain ,strategies to overcome these biases, and critically analyzes data while making decisions and recommendations. Analyzing data effectively and objectively is a long journey and the first step is to be aware of these biases, prejudices and perceptions. By the end of this course, you would develop a deep understanding of the biases that affect human decision making and the methodologies to apply in countering these biases. You w |
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Human Excellence in the AI Age, Part 1: A Soft Skills Course (Coursera) https://www.coursera.org/learn/humanexcellenceintheaiagepart1 Finding meaningful work and happiness in the AI age depends on you - your ability to learn, unlearn, and re-learn at the pace of technological change. Follow Edward D. Hess, Professor Emeritus of Business Administration at the Darden School of Business, as he lays the groundwork for personal development and exceptional leadership in an era of exponential technological growth. Volatility is the new norm. Technology is becoming faster and smarter than ever before. How can we distinguish ourselv |
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Human Factors in AI (Coursera) https://www.coursera.org/learn/human-factors-in-artificial-intelligence This third and final course of the AI Product Management Specialization by Duke University's Pratt School of Engineering focuses on the critical human factors in developing AI-based products. The course begins with an introduction to human-centered design and the unique elements of user experience design for AI products. Participants will then learn about the role of data privacy in AI systems, the challenges of designing ethical AI, and approaches to identify sources of bias and mitigate fair |
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Human Health Risks, Health Equity, and Environmental Justice (Coursera) https://www.coursera.org/learn/human-health-risks-health-equity-and-environmental-justice The fourth and final course of the Impacts of the Environment on Global Public Health specialization will cover two topics. The first is environmental justice – that is, avoiding an inequitable distribution of environmental health threats in our population, and ensuring a healthy and safe environment and health equity for all. The second is risk assessment and management, a framework that can be utilized to assess and quantify human health risks, and to identify appropriate approaches to mitigat |
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Human Resources Analytics (Coursera) https://www.coursera.org/learn/human-resources-analytics With advances in technology and cloud computing, there are now numerous data sources available to guide decision-making and drive organizational success. Harvesting the right kind of data requires that HR teams possess strong analytical skills; high-performing HR teams know that their function is to leverage data as a “decision science” by identifying metrics and data sources that deliver organizational insights. In order to do so, HR must ensure that metrics and measures are used effectively to |
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Human Resources Management Capstone: HR for People Managers (Coursera) https://www.coursera.org/learn/human-resources-management-capstone This specialization provides a robust introduction to the key principles, policies, and practices of human resource management, with a focus on understanding managerial choices and constraints, acquiring and onboarding talent, managing employee performance, and rewarding employees. The capstone project provides learners with the opportunity to apply these key principles and practices to a real-world workplace (including a learner's own workplace if desired). Specifically, the capstone project wi |
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Human Rights for Open Societies (Coursera) https://www.coursera.org/learn/humanrights Human rights are under pressure in many places across the globe. Peaceful protests are violently quashed. Voting is tampered with. And minorities are often excluded from decision-making. All of this threatens the ideal of an open society in which each of us can be free and participate equally. A solid protection of human rights is needed for an open society to exist and to flourish. But it is often an uphill battle to work towards that ideal. Equip yourself and learn more about what human rights |
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Human-Centered Design for Inclusive Innovation (Coursera) https://www.coursera.org/learn/gender-analytics-human-centered-design This course introduces the principles and practices of human-centered design (also sometimes called “design thinking”) which are essential for developing innovative and inclusive products, services, processes and policies. You will learn by doing, experiencing the design process through exercises and a mini-bootcamp. In this course, you will learn about and experience key human-centered design practices: empathize, reframe, ideate, prototype and test. You will learn why human-centered design is |
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Human-Centered Design: an Introduction (Coursera) https://www.coursera.org/learn/human-computer-interaction In this course, you will learn how to design technologies that bring people joy, rather than frustration. You'll learn several techniques for rapidly prototyping (such as Wizard of Oz Prototyping) and evaluating multiple interface alternatives -- and why rapid prototyping and comparative evaluation are essential to excellent interaction design. You'll learn how to conduct fieldwork with people to help you get design ideas. How to make paper prototypes and low-fidelity mock-ups that are interacti |
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Humanidades digitales (Coursera) https://www.coursera.org/learn/humanidades-digitales ¿Te has planteado para qué sirven las humanidades en el siglo XXI? ¿Cómo el advenimiento de lo Digital ha cambiado nuestra forma de acercarnos a las Humanidades? ¿Y al revés? ¿De qué forma las Humanidades influencian sobre los diferentes aspectos de la Tecnología? Te ofrecemos el primer curso online que da respuesta a estas preguntas. Una visión de las Humanidades Digitales desde la filosofía, la historia, la arqueología, el arte,… y desde las ciencias computacionales y la visión por ordenador. |
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Hybrid Electric Vehicles Technical System (Coursera) https://www.coursera.org/learn/hybrid-electric-vehicles-technical-system Our course, "Hybrid Electric Vehicles Technical System (Operation and Service)," offers a comprehensive understanding of HEVs, covering technical fundamentals, operational characteristics, maintenance protocols, and diagnostic methodologies. Participants will delve into the inner workings of hybrid systems, exploring how electric and internal combustion engines synergize to optimize fuel efficiency and reduce emissions. Through practical application and real-world examples, learners gain insigh |
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Hydro, Wind & Solar power: Resources, Variability & Forecast (Coursera) https://www.coursera.org/learn/hydro-wind-solar-power-resources-variability-forecast The development of hydro, wind and solar power is growing strongly with as one objective to limit and reduce greenhouse gas emissions. All these renewable energies are intermittent with more or less strong variability. This course provides the basis for estimating the resource of these different modes of production and understanding the physical causes of intermittency and seasonal variability. The different modes of electricity production are detailed as well as the sensitivity induced by meteo |