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In these comprehensive video courses, created by Santiago Basulto, you will learn the whole process of data analysis. You'll be reading data from multiple sources (CSV, SQL, Excel), process that data using NumPy and Pandas, and visualize it using Matplotlib and Seaborn, Additionally, we've included a thorough Jupyter Notebook course, and a quick Python reference to refresh your programming skills.
- Course related:
- AMA1600 Fundamentals of AI and Data Analytics and AMA1751 Linear Algebra
- Subjects:
- Mathematics and Statistics and Computing
- Keywords:
- Computer programming Computer science Python (Computer program language)
- Resource Type:
- Others
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Others
Use YouTube to improve your English pronunciation. With more than 100M tracks, YouGlish gives you fast, unbiased answers about how English is spoken by real people and in context.
- Course related:
- ELC1013 English for University Studies and ELC1A08 Digital Literacies and Language
- Subjects:
- English Language
- Keywords:
- English language -- Study teaching
- Resource Type:
- Others
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Others
In four short dialogues, Oliver Taplin, Emeritus Professor in the Oxford University Classics Department and Lorna Hardwick, Professor of Classical Studies and Director of the Classical Receptions in Late Twentieth Century Drama and Poetry in English project, discuss the issues surrounding the translation of Ancient Greek and Roman texts for modern audiences. Looking into the technical, philosophical and literary aspects of this, they centre their discussions around four topics: Is there a core to translation? Is there ever a faithful translation? Can Poetry be Translated? And who translates and for whom?
- Subjects:
- Translating and Interpreting
- Keywords:
- Translating interpreting
- Resource Type:
- Others
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Others
A dictionary for terminology used in the study of human and animal vision. It includes terms from the areas of biological and machine vision, visual psychophysics, visual neuroscience and other related fields.
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Others
The House of Claude Monet , located in Giverny , Normandy (near Ile-de- France), for a virtual visit of the place as if you were there. The opportunity to discover the place where the author of the Water Lilies lived , before going there once the confinement ended and venturing into the famous gardens of the artist, immortalized in numerous works, spearheads of the impressionist movement. Claude Monet lived there between 1883 and 1926, or forty-three years. True passionate about gardening and colors, the artist conceived " his flower garden and his water garden like real works ". By walking in his garden and in his house, even virtually, you have the opportunity to always feel " the atmosphere that reigned in the master of impressionism " and to marvel "in front of the flower arrangements and in front of the water lilies who were his most fruitful sources of inspiration
- Keywords:
- Homes Monet Claude 1840-1926 France -- Giverny Fondation Claude Monet à Giverny
- Resource Type:
- Others
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Others
Mac Professional Video Editing Software for Everyone
- Course related:
- CBS590 Multi-media Applications for Language Professionals
- Keywords:
- Video recordings Digital video -- Editing
- Resource Type:
- Others
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Others
It contains the largest collection of works of art by Vincent Van Gogh. In total, more than 200 tables, 500 drawings and 750 letters are available to the public.
- Keywords:
- Gogh Vincent van 1853-1890 Art museums Van Gogh Museum Amsterdam
- Resource Type:
- Others
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Others
Over 3 million free high-resolution images brought to you by the world’s most generous community of photographers.
- Keywords:
- Digital images Databases
- Resource Type:
- Others
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Others
We provide advice and resources to enable you to develop and/or extend your statistical computing skills, helping you to independently use common statistical packages (R, Stata, SAS, SPSS) for the analysis of research data.
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Others
Documentaries have an incredible power to raise awareness and create transformative changes in consciousness both at the personal and global levels. Over the last [13] years, we've watched hundreds of social change documentaries and cataloged the best of them on the site. There's now so many that we realized we needed to filter this down even further. So what follows is our list of the very best 100 - hand-picked for their quality, insight and potential to inspire positive change. All of the films have been selected because they are either free to watch online, or can be rented online. There are several films we would have loved to add to this list, but they currently don't have an accessible way to view them. As that changes, we'll be updating this list over time. Enjoy!
- Keywords:
- Social change Documentary films
- Resource Type:
- Others
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Others
Euclid’s Elements was a collection of 13 books about geometry originally written circa 300 BC. Shortly after the advent of the printing press, many editions and translations have been created over the centuries. Byrne’s 1847 edition of the first six books stands out for its unique use of colorful illustrations to demonstrate proofs rather than using letters to label angles, edges, and shapes. His edition was one of the first books to be published with such detailed use of colors and combined with its detailed diagrams makes it an impressive feat of publishing for the times and it stands out even today as a work of art. This site is a reproduction of Byrne’s Euclid by Oliver Byrne from 1847 that pays tribute to the beautiful original design and includes enhancements such as interactive diagrams, cross references, and posters designed by Nicholas Rougeux.
- Subjects:
- Mathematics and Statistics
- Keywords:
- Euclid's Elements Elements (Euclid) Geometry
- Resource Type:
- Others
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Others
The Global History of Capitalism project hosted the conference ‘Convergence/Divergence: New Approaches to the Global History of Capitalism’ on September 28-29 2019. The conference brought together cultural, economic, and political historians of global capitalism with the aim of starting a new conversation about the relationship between capitalism and global history.
- Subjects:
- Anthropology and Political Science
- Keywords:
- Economics Capitalism
- Resource Type:
- Others
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Others
The visiting professor of Creative Media, Stig Abell delivers a series of lectures about the current trends in reporting media.
- Subjects:
- Journalism and Communication
- Keywords:
- Reporters reporting Journalism
- Resource Type:
- Others
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Others
Welcome to the Coding Train with Daniel Shiffman! A community dedicated to learning creative coding with beginner-friendly tutorials and projects on YouTube and more.
- Subjects:
- Computing
- Keywords:
- Coding theory Computer programming
- Resource Type:
- Others
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Others
This document serves as a guide to the everyday conduct of social workers. Under section 11 of Social workers Registration Ordinance, this Code of Practice will be used as a basis for adjudication when the conduct of a social worker is alleged to have violated the standards specified in this document. It represents standards of ethical behaviour for social workers in professional relationships with clients, with colleagues, with agency, with profession, and with society as a whole. It is applicable to any professional conduct of social workers.
- Subjects:
- Social Work and Human Services
- Keywords:
- Social workers -- Professional ethics Social service -- Moral ethical aspects
- Resource Type:
- Others
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Others
A website with images, videos, and information about art from Prehistoric sculptures to 20th century Architecture.
- Subjects:
- Visual Arts
- Keywords:
- Arts History
- Resource Type:
- Others
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Others
Get to know the six sigma belt level rankings so you can build skills that will help your company function more smoothly and advance your career.
- Subjects:
- Management
- Keywords:
- Total quality management Organizational effectiveness Six sigma (Quality control stard)
- Resource Type:
- Others
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Others
This project was started in 2007 as a Google Summer of Code project by David Cournapeau. Later that year, Matthieu Brucher started work on this project as part of his thesis. In 2010 Fabian Pedregosa, Gael Varoquaux, Alexandre Gramfort and Vincent Michel of INRIA took leadership of the project and made the first public release, February the 1st 2010. Since then, several releases have appeared following a ~ 3-month cycle, and a thriving international community has been leading the development.
- Course related:
- EIE6207 Theoretical Fundamental and Engineering Approaches for Intelligent Signal and Information Processing
- Subjects:
- Computing
- Keywords:
- Machine learning Python (Computer program language)
- Resource Type:
- Others
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Others
Our Salary Survey is based on the analysis of permanent, interim and contract placements made across each of our geographies and recruitment disciplines during 2018, and our predictions for the year ahead.
- Subjects:
- Management
- Keywords:
- China Southeast Asia Wages
- Resource Type:
- Others
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Others
This package contains: 1. SUFR-W, a dataset of “in the wild” natural images of faces gathered from the internet. The protocol used to create the dataset is described in Leibo, Liao and Poggio (2014) - https://cbmm.mit.edu/publications/conference-abstracts/subtasks-unconstrained-face-recognition 2. The full set of SUFR synthetic datasets, called the “Subtasks of Unconstrained Face Recognition Challenge” in Leibo, Liao and Poggio (2014) - https://cbmm.mit.edu/publications/conference-abstracts/subtasks-unconstrained-face-recognition
- Subjects:
- Computing
- Keywords:
- Human face recognition (Computer science) Optical pattern recognition
- Resource Type:
- Others
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Others
In the Federal Aviation Administration(FAA), Human Factors is defined as a“multidisciplinary effort to generate and compile information about human capabilities and limitations and apply that information to equipment, systems,facilities, procedures, jobs, environments, training, staffing, and personnel management for safe,comfortable, and effective human performance” (FAA Order 9550.8A). FAA human factors researchers seek to understand the physical, behavioral, cognitive, and social characteristics of aviation professionals—such as pilots, air traffic controllers,technical operations specialists, and aircraft maintenance technicians—and the systems that they use.
- Course related:
- AAE4903 Human Factors in Aviation
- Subjects:
- Aeronautical and Aviation Engineering
- Keywords:
- Aeronautics -- Safety measures United States. Federal Aviation Administration Aeronautics -- Human factors
- Resource Type:
- Others
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Others
This museum is one of the most famous in the world. In the Galerie d'Honneur, the main masterpieces of Dutch painting are on display, like those of the painters Vermeer and Rembrandt.
- Keywords:
- Art -- Exhibitions Art museums Rijksmuseum (Netherls)
- Resource Type:
- Others
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Others
Intervention Central provides K-12 teachers and schools with free resources to help struggling learners and implement Response to Intervention, and attain the Common Core State Standards (of USA). See more about CCSS at http://www.corestandards.org/.
- Subjects:
- Psychology
- Keywords:
- Response to intervention (Learning disabled children)
- Resource Type:
- Others
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Others
The data presented in this article are related to the research article entitled: “Information Strategies for Energy Conservation: A Field Experiment in India” (Victor L. Chen, Magali A. Delmas, Stephen L. Locke, Amarjeet Singh, 2017).The availability of high-resolution electricity data offers benefits to both utilities and consumers to understand the dynamics of energy consumption for example, between billing periods or times of peak demand. However, few public datasets with high-temporal resolution have been available to researchers on electricity use, especially at the appliance-level. In this article, we describe data collected in a residential field experiment for 19 apartments at an Indian faculty housing complex during the period from August 1, 2013 to May 12, 2014. The dataset includes detailed information about electricity consumption. It also includes information on apartment characteristics and hourly weather variation to enable further studies of energy performance. These data can be used by researchers as training datasets to evaluate electricity usage consumption.
- Subjects:
- Electrical Engineering
- Keywords:
- India Electric power -- Conservation Electric power consumption
- Resource Type:
- Others
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Others
"Radiopaedia’s mission is to create the best radiology reference the world has ever seen and to make it available for free, for ever, for all." To date (June 2020), it has 37000+ cases and 14000+ articles contributed by experts in the field open for access.
- Subjects:
- Radiation Science
- Keywords:
- Medical radiology Radiology
- Resource Type:
- Others
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Others
This virtual tour will take Internet users inside the museum but also into the gardens. Comments are disseminated during the visit in order to obtain historical information on this prestigious building.
- Keywords:
- Quai d'Orsay (Paris France : Building) France Decorative arts
- Resource Type:
- Others
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Others
More than 32,000 works (paintings, sculptures, street art) in high definition are available to visitors. For each of these works is associated a small explanatory text, as in a real museum.
- Keywords:
- Art -- Exhibitions France -- Paris Art Primitive Art museums Musée du quai Branly
- Resource Type:
- Others
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Others
Learn the most important language for data science.
- Subjects:
- Computing
- Keywords:
- Python (Computer program language)
- Resource Type:
- Others
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Others
A self-learning site for student nurses. It encourages the learning of psych pharmaceuticals through various online interactive activities provided by the Quizlet platform. Activity includes flash cards, multiple choice, Q&A, spelling, and games. Note that not all online activities are free.
- Subjects:
- Nursing
- Keywords:
- Psychotropic drugs Psychopharmacology Nursing -- Study teaching
- Resource Type:
- Others
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Others
Pronunciation Scaffolder is an online tool to help learners of English read presentation scripts.
- Course related:
- ELC1A08 Digital Literacies and Language
- Keywords:
- English language -- Pronunciation Public speaking
- Resource Type:
- Others
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Others
Practical Ethics Bites is a series of audio podcasts on practical ethics targeted specifically at pupils studying philosophy in UK schools.
- Subjects:
- Philosophy
- Keywords:
- Ethics
- Resource Type:
- Others
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Others
This museum is one of the largest in Germany. It houses a large collection of antiques and many historic objects.
- Keywords:
- Museums Pergamonmuseum (Berlin Germany) Art Ancient
- Resource Type:
- Others
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Others
Solve short hands-on challenges to perfect your data manipulation skills.
- Subjects:
- Computing
- Keywords:
- Python (Computer program language) Electronic data processing Information visualization
- Resource Type:
- Others
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Others
The PEER Reports Series comprises state-of-the-art research in earthquake engineering and related fields by the more than 150 expert members of the PEER universities consortium. The current emphasis of the series is on performance-based engineering of lifelines and building structures.
- Course related:
- CSE1000 Introduction to Civil Engineering and Sustainable Development
- Subjects:
- Structural Engineering
- Keywords:
- Earthquake engineering
- Resource Type:
- Others
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Others
A world-class museum that offers virtual tours is Oxford University's History of Science Museum. The tour lets you explore their magnificent exhibits in ultimate comfort -- your own sofa.You'll get to explore their fantastic exhibits and artifacts of some of the most important scientific discoveries in science history. The museum, ever ahead of the times, has been offering virtual tours since 1995, so you can trust the quality of it today.
- Keywords:
- Science museums University of Oxford. Museum of the History of Science History Science
- Resource Type:
- Others
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Others
Oxford Academic, Oxford University Press (OUP)’s platform for research, offers a single point of entry for access to scholarly and academic books and journals. We serve the diverse and changing research needs of students, researchers, professors, and practitioners and seek ongoing feedback from these communities.
- Course related:
- COMP3423 Human Computer Interaction
- Keywords:
- Electronic journals Scholarly periodicals Electronic books
- Resource Type:
- Others
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Others
English presentational speaking is important for students during their studies and for their post-tertiary careers. The goal of the Online Project for the Improvement of University Speaking Project (OPTIMUS) is to provide Hong Kong tertiary students with an online, self-access resource for the improvement of their English speaking skills. OPTIMUS is the product of a large UGC-funded project conducted collaboratively by HKU, CityU and PolyU. OPTIMUS is centred on a database of more than 60 video exemplars of authentic best-practice speaking from expert and peer presenters. The user interface allows learners a large degree of independence to tailor usage to their preferred learning styles and needs.
- Subjects:
- English Language
- Keywords:
- English language -- Spoken English
- Resource Type:
- Others
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Others
The Visiting Professorship of Opera is funded by New College, and invites leading figures in the operatic world to Oxford each year to give instruction and practice in their areas of expertise. Professors take up residence for short periods while they are involved in a variety of sessions which will include lectures, symposia, masterclasses and performance. Events are open to student and public audiences alike.
- Subjects:
- Performing Arts
- Keywords:
- Operas
- Resource Type:
- Others
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Others
The OpenSees development for modelling 'structures in fire' was first started at University of Edinburgh in 2009. A number of students and researchers worked on this long-term project with their own contributions which enable OpenSees to perform analyses for 'structure in fire' including heat transfer ,thermo-mechanical analyses, and integrated analyses.
- Course related:
- CSE513 Tall Building Structures
- Subjects:
- Building Services Engineering
- Keywords:
- Fire prevention Fires Building Fireproof
- Resource Type:
- Others
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Others
Ocean Park Academy Hong Kong (OPAHK) was founded in 2004 to deliver education programmes in the diversified environment of Ocean Park. We aspire to become the ideal destination for life-wide learning where students of different ages can learn about nature and conservation in an enjoyable atmosphere.
- Course related:
- HTM3209 Attractions and Visitor Management and HTM4335 Theme Parks and Attractions
- Subjects:
- Hotel, Travel and Tourism
- Keywords:
- China -- Hong Kong Amusement parks
- Resource Type:
- Others
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Others
ORCIT materials are intended to introduce and allow for basic practice in interpreting skills and techniques. Use the icon below to go straight to the training materials, or click on the menus to the right to find out more about the project.
- Subjects:
- Translating and Interpreting
- Keywords:
- Translating interpreting
- Resource Type:
- Others
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Others
Projections of commercial airline flight schedules worldwide. Describe characteristics of each flight such as: departure and arrival airports, flight times, carrier, fares, capacity, and more. Projections are made at the beginning of every time period (month or year) and project the schedules for that time period until the next update is received. Data from 1979-March 1987 are available monthly. Data from 1987 onward are available annually.
- Subjects:
- Aeronautical and Aviation Engineering
- Keywords:
- Aeronautics -- Flights Airlines Aeronautics
- Resource Type:
- Others
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Others
Distinguish yourself by learning to work with text data.
- Subjects:
- Computing
- Keywords:
- Python (Computer program language) Natural language processing (Computer science)
- Resource Type:
- Others
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Others
If you love all things natural history, you might want to take a virtual tour of the world-renowned Natural History Museum (NHM) in London. Developed in part by Google, the tour is a great, and interesting way to tour the museum if making the trip is difficult. Sadly "Dippy" the Diplodocus is no longer in residence, but the virtual tour is still very impressive indeed.
- Keywords:
- Natural History Museum (London Engl) Natural history museums Exhibitions Engl -- London
- Resource Type:
- Others
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Others
Washington D.C.'s world-class National Museum of Natural History is one great museum that offers an amazing virtual tour. It is one of the most popular museums in the world, and its virtual tour lets you see its amazing exhibits from the comfort of your own home.While not quite the same as actually visiting it for yourself, their virtual tour takes you on a 360-degree tour around the museum, starting at its rotunda. Some of the highlights include the Hall of Mammals, Insect Zoo, and its Dinosaurs and Hall of Palaeobiology.One real benefit of virtual tours like this is the ability to see some of their great past exhibits that are now long gone.
- Keywords:
- Natural history museums National Museum of Natural History (U.S.) Exhibitions
- Resource Type:
- Others
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Others
It is one of the most popular museums in Korea and is made up of six floors of contemporary art from Korea and around the world. It also contains an outdoor park with many sculptures.
- Keywords:
- Kungnip Hyŏndae Misulgwan Art museums Korea (South) -- Seoul Art -- Exhibitions
- Resource Type:
- Others
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Others
If computer history is more your bag, then you might want to take the National Museum of Computing's virtual tour. Take a tour of the history of the ongoing development of computing from, fittingly, your own computer.The museum is home to the world's largest collection of working historic computers and follows this world-changing tech's history from the 1940s to the present day.
- Keywords:
- Computers Belgique History Exhibitions
- Resource Type:
- Others
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Others
This museum is dedicated to the archeology and history of the pre-Hispanic heritage of Mexime. There are 23 exhibition halls filled with ancient artifacts, including some from the Mayan civilization.
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Others
This famous museum of American art offers two online exhibitions. The first deals with American fashion and exhibits many clothes and the second is a collection of works by the painter Johannes Vermeer. It is also possible to visit other historic monuments virtually such as the Eiffel Tower, Notre-Dame de Paris or the Palace of Versailles.
- Keywords:
- Art -- Exhibitions Art museums National Gallery of Art (U.S.) United States
- Resource Type:
- Others
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Others
NIDA Technology Co. Ltd. (NTCL) was established to achieve the vison “Nonlinear Integrated Design and Analysis (NIDA)” and make practical use of “Second-order Direct Analysis Method”in structural engineering. NTCL aims to promote the industrialization of new research outcome and enhance the design level of engineering community.
- Course related:
- CSE48405 Design Project
- Subjects:
- Structural Engineering
- Keywords:
- Structural engineering Structural analysis (Engineering)
- Resource Type:
- Others
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