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Our Courses
Transformer Models and BERT Model - Português Brasileiro
Este curso é uma introdução à arquitetura de transformador e ao modelo de Bidirectional Encoder Representations from Transformers (BERT, na sigla em inglês). Você vai aprender sobre os principais componentes da arquitetura de transformador, como o mecanismo de autoatenção, e como eles são usados para construir o modelo de BERT. Também vai conhecer as diferentes tarefas onde é possível usar o BERT, como classificação de texto, respostas a perguntas e inferência de linguagem natural. O curso leva aproximadamente 45 minutos.
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Course by
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Self Paced
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English
Innovation Through Design: Think, Make, Break, Repeat
The evolution of design has seen it become a discipline no longer limited to the concerns of a singular, specific domain and develop to become a pathway for solving complex, nonlinear problems. Design is becoming a capability-enhancing skill, equipping people with the ability to deal with uncertainty, complexity and failure. In this course, we demonstrate how you can use design as a way of thinking to provide strategic and innovative advantage within your profession.
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Course by
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Self Paced
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16 hours
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English
Present with Purpose: Create/Deliver Effective Presentations
Knowing how to create a presentation is a powerful tool when it comes to communication. Presentations are a key part of every office or business related job and you need to have the skills to deliver a presentation that leaves an impact on viewers. This short course is designed to equip you with those exact skills that you will need in order to be successful in this field. Throughout this course you will learn how to create and deliver a presentation that will leave your audience well informed and impressed.
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Course by
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Self Paced
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3 hours
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English
How to create presentations using Canva
In this project you will learn how to make presentations using Canva. Canva is a free web design service where you have a wide variety of tools to design all kinds of media you need. Canva is a great option for those looking for an easy-to-use platform to create presentations for corporate, school, and college classes. Canva has many elements that are free and gives you a lot of freedom when it comes to designing. Canva is an extremely useful tool for those who are just starting out and even becomes a very good tool for those who have been designing in more advanced programs for years.
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Course by
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Self Paced
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3 hours
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English
Introduction to Academic Writing
Welcome to the Introduction to Academic Writing course! By the end of this course, you will gain an in-depth understanding of reading and writing as essential skills to conduct robust and critical research. This course introduces you to critical reading and writing skills within the conventions of academic writing. In this course, you will learn to effectively communicate your research questions and findings to an interested audience using reading and writing skills.
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Course by
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Self Paced
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16 hours
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English
Becoming Part of the Globalised Workplace
The final course aims to build learners’ confidence and adaptability when communicating in cross-cultural environments as they assume leadership responsibility to communicate influence in persuasive workplace contexts. The course focuses on enhancing learners’ professional persona for skilful engagement and intercultural communication with stakeholders within and beyond the organization, including cross-departmental work teams, clients and external partners.
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Course by
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Self Paced
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11 hours
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English
Design corporate presentations with Piktochart
At the end of this project, you will have all the basic skills to create a professional business presentation with Piktochart, an online tool for creating and editing infographics and Marketing visuals of all kinds. You will be able to discover in detail the different features of the platform, and will be able to use its tools to create a professional, understandable and fun presentation.
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Course by
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Self Paced
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3 hours
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English
Trees, SVM and Unsupervised Learning
"Trees, SVM and Unsupervised Learning" is designed to provide working professionals with a solid foundation in support vector machines, neural networks, decision trees, and XG boost. Through in-depth instruction and practical hands-on experience, you will learn how to build powerful predictive models using these techniques and understand the advantages and disadvantages of each. The course will also cover how and when to apply them to different scenarios, including binary classification and K > 2 classes.
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Course by
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Self Paced
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13 hours
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English
Introduction to Materials Science
Periods of our civilization have names associated with materials – stone age, bronze age, iron age and the silicon age. Materials impact all aspects of your daily life and will continue to do so in the future. The more we understand materials, the more we imagine the future with fantastic devices and advancements enabled by materials. This initial specialization introduces a limited number of material science and engineering concepts. The topic presentations are at the concept level without being mired in heavy mathematics.
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Course by
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Self Paced
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29 hours
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English
Transformer Models and BERT Model - Italiano
Questo corso ti introduce all'architettura Transformer e al modello BERT (Bidirectional Encoder Representations from Transformers). Scopri i componenti principali dell'architettura Transformer, come il meccanismo di auto-attenzione, e come viene utilizzata per creare il modello BERT. Imparerai anche le diverse attività per le quali può essere utilizzato il modello BERT, come la classificazione del testo, la risposta alle domande e l'inferenza del linguaggio naturale. Si stima che il completamento di questo corso richieda circa 45 minuti.
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Course by
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Self Paced
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1 hour
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English
Academic Skills for University Success: Capstone
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.
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Course by
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Self Paced
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67 hours
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English
The Ethical Leader
This aims primarily at post-baccalaureate students interested in leadership theory and ethical leadership. The first part of this course introduces students to the classical literature in philosophical ethics, including consequentialist, regularian, deontological, and virtue theory approaches. This includes exploration of the ethical responsibilities leaders have toward themselves, corporations, the government, and the public.
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Course by
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Self Paced
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56 hours
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English
Software Design Threats and Mitigations
The design step in developing software has some unique characteristics. First of all, it’s the only step where drawing pictures of things is the norm. Why is that? What do pictures do that other representations cannot do? Pictures have varying levels of detail; pictures have context. Pictures…paint a picture. Why are these things important? In this course, too, we begin looking at other disciplines (building architecture is a favorite one) for lessons on design.
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Course by
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Self Paced
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19 hours
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English
Communication Strategies for a Virtual Age
Communication has changed! The traditional rules for speaking and presenting, meeting coordination, influencing people, negotiating and selling ideas no longer apply in a world of skype, messenger, video and teleconference.
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Course by
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Self Paced
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8 hours
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English
Enterprise Database Migration
This course is intended to give architects, engineers, and developers the skills required to help enterprise customers architect, plan, execute, and test database migration projects. Through a combination of presentations, demos, and hands-on labs participants move databases to Google Cloud while taking advantage of various services. This course covers how to move on-premises, enterprise databases like SQL Server to Google Cloud (Compute Engine and Cloud SQL) and Oracle to Google Cloud bare metal.
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Course by
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Self Paced
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19 hours
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English
Using Animations and Transitions in Libre Impress
Libre Impress offers many advanced options that will really make your presentations shine and stand out above the rest.
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Course by
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Self Paced
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3 hours
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English
Successful Presentation
Few kinds of communication can have the effect of a powerful presentation. Even a short speech can motivate people to change long-held beliefs or to take action, and a wonderfully delivered speech can transform a normal person into a leader. In this course, Prof. William Kuskin provides a series of pragmatic videos and exercises for successful public speaking and presentations.
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Course by
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Self Paced
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21 hours
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English
Geographical Information Systems - Part 2
This course is the second part of a course dedicated to the theoretical and practical bases of Geographic Information Systems (GIS). It offers an introduction to GIS that does not require prior computer skills. It gives the opportunity to quickly acquire the basics that allow you to create spatial databases and produce geographic maps. This is a practical course that relies on the use of free Open Source software (QGIS, Geoda). In the first part of the course (Geographical Information Systems - Part 1), you explored the basics of land digitization and geodata storage.
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Course by
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Self Paced
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10 hours
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English
Internet of Things Capstone: Build a Mobile Surveillance System
In the Capstone project for the Internet of Things specialization, you will design and build your own system that uses at least 2 sensors, at least 1 communication protocol and at least 1 actuator. You will have a chance to revisit and apply what you have learned in our courses to achieve a robust, practical and/or fun-filled project. We absolutely encourage you to design whatever you can think up! This is your chance to be creative or to explore an idea that you have had. But if you don’t have your own idea, we provide the description of a surveillance system, for you to build.
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Course by
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Self Paced
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5 hours
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English
Develop a business presentation with Prezi
This project will allow you to design a professional presentation quickly and easily with Prezi, an online platform for designing presentations of all kinds.
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Course by
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Self Paced
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3 hours
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English
Transformer Models and BERT Model - 日本語版
このコースでは、Transformer アーキテクチャと Bidirectional Encoder Representations from Transformers（BERT）モデルの概要について説明します。セルフアテンション機構をはじめとする Transformer アーキテクチャの主要コンポーネントと、それが BERT モデルの構築にどのように使用されているのかについて学習します。さらに、テキスト分類、質問応答、自然言語推論など、BERT を適用可能なその他のタスクについても学習します。このコースの推定所要時間は約 45 分です。
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Course by
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Self Paced
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English
Quality Improvement in Healthcare Organizations
Have you ever though that healthcare quality could be improved - either where you get health care treatment or where you delivery health care? Have you ever thought that there should be a way for you to determine the relative quality of your choices? Have you found yourself thinking that there should be a way for you to provide your view and input on the quality of healthcare organization? Or do you work in a healthcare organization and find yourself thinking that there must be better ways to continuously and systematically improve the quality of your healthcare organization?
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Course by
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Self Paced
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14 hours
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English
Promote your Scientific Results
Whether you are a member of the natural or human science community, if you are a PhD student, professor, part of an academic department or international research team, or self-employed and you wish to showcase your work to a wider audience then this is the perfect course for you. You will learn how to promote your work to professional peers, the general public, as well as the media.
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Course by
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Self Paced
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16 hours
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English
Internet of Things Capstone V2: Build a Mobile Surveillance System
In the Capstone project for the Internet of Things specialization, you will design and build your own system that uses at least 2 sensors, at least 1 communication protocol and at least 1 actuator. You will have a chance to revisit and apply what you have learned in our courses to achieve a robust, practical and/or fun-filled project. We absolutely encourage you to design whatever you can think up! This is your chance to be creative or to explore an idea that you have had. But if you don’t have your own idea, we provide the description of a surveillance system, for you to build.
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Course by
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Self Paced
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5 hours
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English
High-Impact Business Writing
Effective writing is a powerful tool in the business environment. Learn how to articulate your thoughts in a clear and concise manner that will allow your ideas to be better understood by your readers. Improve your business writing skill by learning to select and use appropriate formats for your audience, use the correct medium and adjust your writing style accordingly, as well as identify your objective and communicate it clearly.
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Course by
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Self Paced
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7 hours
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English