General Interest
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Machine Learning for Data Streams
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Science |
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Published in 2018 and now available as an open-access text, Machine Learning for Data Streams is a great guide for "data stream mining and real-time analytics." The book is authored by a group of computer science experts, Albert Bifet (Telecom Paris Tech, France), Ricard Gavalda (Politecnica de Catalunya, Barcelona), Geoff Holmes (University of Waikato, Hamilton, New Zealand) and Bernhard Pfahringer (University of Auckland, New Zealand). Their expertise shows in this practical, hands-on reference manual. To view the contents, navigate to the Open Access tab and click the "View HTML" section. Here, readers will find an introduction to big data and analytics, tools and methodologies for data stream mining, and several different tutorials on the MOA (Massive Online Analysis) framework. Readers looking for information on a particular subject within data and analytics will want to check out the Index, which embeds links to appropriate pages. Plus, a bonus of this online format is that it allows readers with their own subject-matter expertise to post comments (note that they will need to be approved by an administrator before they become public-facing). [EMB] |
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Eat My Globe
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Social studies |
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Eat My Globe is a podcast created by TV personality, author, and cook Simon Majumdar and produced by April Simpson, in collaboration with the UCLA Department of History and its Public History Initiative. Five seasons of the podcast are available online, dating from October 2018 through the present. The show is an especially pleasant listen for anyone longing to travel, but prevented by the pandemic. Most episodes start with some jokes and puns between Majumdar and Simpson. Then, they dive into content. Topics from season 5 include "Plaice & Thyme: The History of the Cookbook," "Not Despised at the Best Tables: The History of Caviar," and "The History of Curry" in two parts (which, among other things, tells the story of how curry became the most common take out food in the United Kingdom). While it is not easy to tell the running time of individual podcasts at the link above, listeners will find free transcripts (annotated transcripts, which include all the references and resources cited, can be purchased as PDFs). Eat My Globe is also available on Apple Podcasts, Google Podcasts, Spotify, and the iHeartRADIO app. [DS] |
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American Bar Association: Teacher's Portal
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Social studies |
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Social studies and government teachers may want to bookmark this site as they dive into spring semester curriculum planning. Curated by the American Bar Association's Division for Public Education, the lesson portal contains an array of materials that build a foundation for how the legal system affects various aspects of our lives. Lessons are arranged by elementary, middle, and high school grade levels. Though the content covered for each level varies slightly, some topic areas include Civic Engagement, Due Process, and Law and Literature. Educators preparing for Martin Luther King Jr. Day on Monday, January 18, may enjoy the Equal Protection lesson plans, which include "Realizing the Dream Today" (specifically analyzing aspects of his vision for equality). Educators looking ahead to Constitution Day (celebrated each September) will find constitutional law-themed curriculum available for each grade level. In addition to these educator-specific resources, the Division for Public Education also produces a variety of tools for the general public that may be of interest to all readers. [EMB] |
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Endangered Languages Project
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Language Arts |
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Languages provide an important window into cultural heritage and identity, yet "over 40 percent of the world's approximate 7,000 languages are at risk of disappearing." The Endangered Languages Project works to combat this endangerment crisis by providing a repository to store and study languages and linguistic resources. The project was launched with assistance from Google, the First Peoples' Cultural Council, and the Institute for Language Information and Technology at Eastern Michigan University. Today, the First Peoples' Cultural Council, the Endangered Languages Catalogue/Endangered Languages Project (ELCat/ELP) team (based at the University of Hawaii-Manoa), and the Governance Council continue to carry out its mission. On the site, users can explore an endangered languages map to learn about at-risk languages in their area and investigate the more than 7,000 resources dedicated to various aspects of language preservation. Resources are divided into categories, including Language Research and Linguistics, Language Education, and Language and Technology. Readers can also contribute resources for the project. After making an account (click on "Create your account" in the top-center of the home page to do so), users can upload relevant information including conversation tools, cultural documents, and research items. The site is viewable in multiple languages by clicking the "Change Language" button at the top of the page. [EMB] |
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The Ella Project
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Science |
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Every young person deserves an opportunity to see themselves as a scientist and a superhero (though the two are not always that different), and The Ella Project helps make that possible, especially for girls who are underrepresented in the STEM field. The project brings STEM and STEAM disciplines to life with its comic book series. These books follow protagonist Ella the Engineer, an adventurous and curious leader who uses science, engineering, and coding skills to solve various mysteries. Readers may also enjoy the Virtual Readings and Toolkit section which includes recorded readings for "virtual storytime," plus activities to add to the fun. Stay tuned for additional classroom resources currently in production. The site also curates a Stories section, which shares the biographies of barrier-breaking women in STEM fields. These women have made waves as entrepreneurs, data scientists, biochemists, and more. In addition to discussing their career paths, they dish out advice for the next generation of women in STEM. The Ella Project was co-founded by a father-daughter duo wanting to create an entertaining and empowering outlet for young people, especially young women, pursuing STEM careers. [EMB] |
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