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It is so pervasive that several projects, targeting audiences with specialized needs, have developed their own NumPy-like interfaces and array objects. NumPy is the foundation upon which the scientific Python ecosystem is constructed. Here we review how a few fundamental array concepts lead to a simple and powerful programming paradigm for organizing, exploring and analysing scientific data.
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For example, in astronomy, NumPy was an important part of the software stack used in the discovery of gravitational waves1 and in the first imaging of a black hole2.
It has an essential role in research analysis pipelines in fields as diverse as physics, chemistry, astronomy, geoscience, biology, psychology, materials science, engineering, finance and economics.
NumPy is the primary array programming library for the Python language. The instructional materials are intended to supplement but are not a substitute for the knowledge, skills, expertise, and judgment of a trained healthcare professional.Array programming provides a powerful, compact and expressive syntax for accessing, manipulating and operating on data in vectors, matrices and higher-dimensional arrays. Any opinions expressed in the materials is those of the presenter and not the CE provider. The CE provided, however, does not independently verify the content or materials. The CE provider uses reasonable care in selecting and providing accurate content. Legal disclaimer: Webinar expires 2 years from the live date.
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We can provide simple steps with screenshots on how to navigate to and complete the Webinar CE quizzes. If the registrant is having trouble accessing either the live webinar, replay, CE quiz or certificate we are available to help by email, chat, and phone. Check the spam/junk folder in your email account for the email.To ensure the deliverability of emails about CE credits, please: A copy of the CE certificate is also emailed to the address on file for the CE account.
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Once the quiz is successfully completed, there is a button to download a PDF of the certificate. The ten-question quiz is linked on the replay page below the video as well as available directly through the CE dashboard once the registrant is logged in.
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Registrants of all CE webinars are allowed this account free of charge. Registrants will have to either sign in (previous webinar attendee) or sign up (first-time webinar attendee) for our CE quiz system on our publication’s website. If any questions come in that are not able to be answered live in the time available, we give the question along with the registrant’s email address to the presenter for them to follow up directly.
Questions are addressed at the end of the presentation for at least ten minutes. The moderator reminds the attendees multiple times before and after the presentation to use the question box. If registrants would like to ask a question or receive further clarification, they can type their questions or comments in the question box of the webinar system. Registrants will also have access to watch the replay at their own convenience through a link emailed to them within 24 hours of the specified live date and time which is hosted on our publication’s website. If you are using a mobile phone or tablet, we recommend using the GoToWebinar app instead of the web browser to improve ease of use for the webinar’s platform. Using a laptop or desktop computer is recommended for best viewing the presentation. Registrants can attend the webinar live at the specified date and time by using the GoToWebinar join link provided by email from any device with an internet connection. Credit is available to all who register for the webinar and successfully complete a ten-question quiz through our publication’s online system. Each one-hour virtual webinar moderated by MedMark Media is equivalent to one continuing education (CE) credit.
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