BIG LIST OF WEBSITES

List of Top Websites Like Edutopia.org

Top 250 Websites Like EDUTOPIA.ORG

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Home | Edutopia
We share evidence and practitioner-based learning strategies that empower you to improve K-12 education.
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The Institute of Progressive Education and Learning | Integrated K-12 Academic, Technical and Trade Curriculum.
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Improve-Education.org
Improve education. Our schools must be better. Intellectual/educational site presents essays on language, culture, philosophy, reading, math, failed education policies, etc. Bruce Deitrick Price.
education, dumbing, reading, virginia, latin, philosophy, phonics, educational, site, bruce, price, improve, schools, theory
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Institute for Experiential Learning
David A. Kolb's Experiential Learning Theory (EL) is a powerful foundational approach to all forms of learning, development, and change.
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Dr. Patrick Blessinger | The Future of Higher Education
Creating inclusive curricula in higher education Patrick Blessinger, Enakshi Sengupta and Mandla Makhanya St John's University, USA, The HETL Association, USA and The University of South Africa The ongoing development, growth and stability of modern economic and democratic systems require that people engage in continual education and training throughout the course of their lives – that is, lifelong and lifewide learning. As a result of this contemporary reality, higher education systems around the world, including both formal and non-formal types of learning, have experienced unprecedented change in the past few decades in the areas of democratisation,  internationalisation and treating lifelong learning as a human right. These changes have been driven by underlying factors such as social movements, economic forces, legal reforms, technological innovation and changing student needs and demographics. The changes have brought with them a renewed focus on inclusion and equity as paramount issues in the shifting paradigm of higher education. The increased attention to equity and inclusion have, in turn, led to new efforts to improve retention rates, graduation rates and the overall quality of education and student academic achievement. To these ends,  humanising higher education and improving social justice conditions have been central to creating a culture of inclusion. Sources of exclusivist attitudes If humanistic attitudes and ethical values are paramount in achieving a culture of inclusion, then it is beneficial also to look at those sources of exclusivist attitudes that run counter to inclusion, such as racism, sexism, elitism, supremacism, hegemony, bigotry and other harmful mindsets that contribute to oppression, intolerance and hate towards others. Some aspects of these mindsets may be reflected through the three types of higher education curriculum: included (what is taught), excluded (what is not taught) and hidden (covert). Each different type of curriculum has an impact on institutional cultures and educational outcomes. Traditionally, most focus tends to be placed on the official included curricula as this explicitly represents the knowledge and skills that students are expected to learn. However, in recent decades, greater attention has been paid to update and modernise the curriculum not only to make it more inclusive of the latest disciplinary knowledge and skills but also to make it more reflective of humanistic values, such as the ethical use of knowledge as well as how to use that knowledge in the service of humanity (for example, integrating multi-culturalism, human rights and sustainable development into the curriculum). The hidden curriculum refers to those implicit lessons learned informally and even unconsciously through everyday social interactions and through the interaction with the wider institutional culture, such as the institution's traditions, rituals, creeds and norms. This hidden curriculum may also influences one's attitudes and mindset on race, ethnicity, sex, gender, social class and other factors. An inclusive hidden curriculum promotes positive attitudes and acceptance of all groups and individuals whereas a non-inclusive hidden curriculum may unwittingly promote negative stereotypes and prejudice of others based on race, ethnicity, sex, gender, social class and other factors. The hidden curriculum, for instance, may be reflected in how faculty and university leaders interact with students, the types of services and extra-curricular activities that are offered (or not offered) to students to promote their well-being and whether the institution's culture is welcoming, positive and reflective of the make-up of the student body. Learning is a social process Learning is not just a cognitive process but also a social process which implies social interactions and learning of social norms. Everything about the culture and the operation of a university sends implied messages to those who live and work there every day. Therefore, important questions to ask include: do the policies, practices and culture of the university create a sense of belonging and well-being? Are curricular and extracurricular activities designed in such a way to foster collaboration and positive interactions? Diversity is a necessary component of inclusion, but not a sufficient one. Are individual perspectives and group identities embraced and encouraged to grow? Having a diverse student body does not guarantee that students will feel a sense of belonging, respect, care, acceptance and empowerment. Developing inclusive educational curricula may also involve changes to curricula content and delivery, pedagogical strategies, learning activities and spaces, faculty evaluation and student assessment. Inclusive leadership drives needed policy changes and ultimately aims to create a culture where everyone is able to participate fully. Platitudes and slogans are insufficient; ultimately inclusion must be operationalised to be successful, which may require a total review and evaluation of the current state of the institution to better understand what changes are needed. Since academic disciplines vary in terms of their content, pedagogical approach, learning activities, worldview etc, it follows that inclusion must also be contextualised and operationalised across different disciplines and programmes. For instance, designing a curriculum that is inclusive requires a mindfulness of student backgrounds and personal and social needs. Including all stakeholders This entails first developing an institution-wide effort that engages everyone (students, faculty, staff and leadership) in the process and seeks their input, which often involves surveys, review of the current research,  relevant case studies, action planning committees and open institution-wide discussion forums (for example, conferences, symposiums, cross-functional teams, workshops and faculty learning communities). With this type of inclusive planning the initiative is less likely to be viewed as a purely top-down mandate, but rather as an initiative that is transparent and inclusive. This approach has the added benefit of gaining institution-wide support and trust. Implementing a vision of inclusion and equity entails developing policies and programmes consistent with that vision, and developing a long-term strategic plan that involves needed goals, objectives and evaluation programmes that measure the effectiveness of the plan. Besides the moral imperative of creating a more inclusive curriculum, benefits also include increasing student engagement, retention and graduation rates, as well as overall satisfaction and well-being. Patrick Blessinger is an adjunct associate professor of education at St John's University, New York City, United States, and chief research scientist for the International Higher Education Teaching and Learning Association or HETL. Enakshi Sengupta is director of the Center for Advanced Research in Education at HETL. Mandla Makhanya is principal, vice-chancellor and professor at the University of South Africa. The International HETL Association explores the issues raised in this article in its series on equity and inclusion in higher education. Suggested Citation: Blessinger, P., Sengupta, E., and Makhanya, m. (2019). Creating inclusive curricula in higher education,  University World News, Or Blessinger, P., Sengupta, E., and Makhanya, M. (2019). Creating inclusive curricula in higher education, Higher Education Tomorrow, Volume 6, Article 2, Copyright © [2019] Patrick Blessinger, Enakshi Sengupta, and Mandla Makhanya Disclaimer Opinions expressed in this article are those of the author, and as such do not necessarily represent the position(s) of other professionals or any institution.
learning, sustainable, education, development, communities, v5a10, report, hechinger, subhi, yamin, v5a11, herdsa, connect, paradigm, v5a8, v5a7, equity, v5a9, humanism, humanistic
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Vivid Education Society
Distance Education, Distance Learning Courses, Professional Studies, Computer courses, Vocational Programs, Certification in IT, Coaching, Share Market,
classes, raipur, english, vivid, training, education, placement, spoken, professional, jobs, science, online, consultant, courses, language, distance, coaching, academy, tuition, learning
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Learner's Link |
Professional development educational workshops to improve teaching and learning
workshops, thinking, courses, teacher, learning, hats, critical, creative, graduate, education, invention, kids, student, gifted, credit, community, debono, problem, based, innovation
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QELi | Excellence in Educational Leadership
QELi is a peak professional leadership institute, serving the state, Catholic and independent education sectors. QELi programs harness evidence-based research, provide access to nationally and internationally renowned facilitators & coaches.
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McGraw-Hill
Because learning changes everything.™ We apply the science of learning to create innovative solutions to improve education outcomes around the world.
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McGraw-Hill
Because learning changes everything.™ We apply the science of learning to create innovative solutions to improve education outcomes around the world.
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Worthington Schools Twitter Feed
Worthington City Schools is one of the top school districts in the Columbus, Ohio area.
learning, students, educational, education, schools, worthington
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Science Games and Videos | Educational Games for Kids
Teachers! Make your class fun and interactive with interesting videos, games & activities for 100+ K12 topics. Improve student motivation, learning and grades!
kids, lessons, geography, history, learning, education, school, learn, teach, teachers, presentations, math, science, games, educational, quiz, diagrams, online, quizzes, videos
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Home Page - Corwin Connect
Corwin Connect enhances education through intentional professional learning and uses evidence-based practices to reach high-impact results for K-12 teachers
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Mini Museum - Share the Universe! ✨ Collect Dinosaurs, Meteorites, Ancient Civilizations and Modern Marvels
The Mini Museum is a portable collection of curiosities where every item is authentic, iconic and labeled.
teaching, education, learning, unique, gifts, museums, relics, specimens, dinosaurs, meteorites, fossils, collectibles
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McGraw-Hill
Because learning changes everything.™ We apply the science of learning to create innovative solutions to improve education outcomes around the world.
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National Association of Special Education Teachers: Teachers Teaching Exceptional Children
Special Education Web Site – Teachers Teaching Special Education National Association of Special Education Teachers
special, education, assessment, curriculum, tests, lesson, educational, inclusion, functional, assessments, setting, behavioral, strategies, terminology, class, psychological, plans, individualized, intervention, classroom
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McGraw-Hill
Because learning changes everything.™ We apply the science of learning to create innovative solutions to improve education outcomes around the world.
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Isothermal Community College
Located in Spindale, NC, Isothermal exists to improve life through learning.
certificate, diploma, degree, education, community, college, technical, school, isothermal
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UNICEF Office of Research - Innocenti.
Research to inform the strategic directions, policies and programmes of UNICEF, shape global debates on child rights, and inform the global research and policy agenda for all children.
page, rights, home, icdc, innocenti, research, centre, unicef
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North Central Texas College
North Central Texas College is dedicated to student success and institutional excellence, affordable, quality education, stimulating learning environments to empower students, integrity, and innovation.
college, career, north, community, technical, texas, program, training, academics, junior, central, nctc, associate, degree, certificate
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Learning Connections Resources, Learning Styles and Adult Learning
Learning Connection Resources (LCR) designs assessment and training projects to help individuals and organizations respond to change and improve Learning Styles
learning, assessment, adult, leadership, parents, organizational, employee, style, styles, assessments, based, consultants, strategies, systems, connections, inventory, resources, patterns, brain
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McGraw-Hill
Because learning changes everything.™ We apply the science of learning to create innovative solutions to improve education outcomes around the world.
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ZIIEI : Zero Investment Innovations for Education Initiatives
Empower teachers to drive learning process through Zero Investment Innovations for Education Initiatives in government schools | ZIIEI | Sri Aurobindo Society
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Welcome to Learning Policy Institute
LPI conducts and communicates independent, high-quality research to improve education policy and practice.
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Autism Training, ABA Training Education - Special Learning
Special Learning is an expert provider of online ABA Training, Applied Behavior Analysis Training, Autism Training, & RBT Training to teachers, parents & BCBAs
keywords
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The Edtech Take Out
The Digital Learning Team at Grant Wood AEA works with schools in Eastern Iowa to improve teaching and learning with technology.
digital, learning, grant, school, wood, instructional, education, technology, integration, teachers
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Teaching and Learning @ Centralia College | We support, advocate, and empower.
We support, advocate, and empower.
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275292-warriorsworkshop - HOMEPAGE
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Home - Paul Hamlyn Foundation
We are an independent funder working to help people realise their potential and lead more fulfilling, creative and enjoyable lives.
arts, learning, youth, evidence, organisations, migration, evaluation, integration, access, hamlyn, education, paul, foundation
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All Joomla! Extension
Download Joomla extensions, All the joomla! extensions I purchased was share for you. Please support the original developer.
joomla, download, templates, extensions, commercial, plugins, share, modules, education, translations, persian, farsi, learning, components
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CASTLE
Drexel University, CASTLE, STEM education, experiential learning, evidence-based education, project-based learning, active learning, inquiry-based instruction
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Pathways Awarua homepage
Pathways Awarua is a fun and free way to improve your numeracy and literacy online for work and life. Register today.
online, training, education, learning, awarua, pathways
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Cosmo by Filisia | The inclusive learning system
Versatile, award-winning, and evidence-based system for learning, training and therapy.
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ITWORX Education
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Braeside Education and Conference Centre - Home
Braeside Education and Conference Centre provides residential and day outdoor learning and team building experiences for schools, youth groups and colleges and is a high quality Conference Centre.
outdoor, devizes, centre, education, learning, wire, classroom, agat, studies, field, wiltshire, conferences, canoeing, schools, high, ropes, activities, residential, conference
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Brainstud - Education studio for accessible and effective knowledge transfer.
Brainstud helps schools, companies and individuals to share knowledge. Effective and accessible.
studio, rich, interactive, creator, media, gamification, animation, content, publisher, online, digital, learning, producer, academy, education
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Autism Training, ABA Training Education - Special Learning
Special Learning is an expert provider of online ABA Training, Applied Behavior Analysis Training, Autism Training, & RBT Training to teachers, parents & BCBAs
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Cass County Republicans
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Discriminology: Democratizing Education Data
Enhancing the capacity of communities to create more just and equitable schools. Discriminology members submit content to the site such as school ratings, community action plans, learning profiles, research and surveys, which are then used by other members to engage and assist schools.
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Home - Early Learning Indiana
Indiana's oldest and largest early childhood education nonprofit, Early Learning Indiana provides leadership, advocacy and early childhood education services to continually improve the early learning landscape in Indiana.
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The Bible Comes to Life
Jerusalem, Galilee, Calvary, Capernaum, Armageddon, Israel, En Geddi, Tabor, Bible, tour, knowledge, Education, center, articles, itinerary, gallery, His Holyland, Word, Jesus, God, GoD, Lord, King, Prophets, Journey, Mt of Olives, Garden Tomb, Tlalim, family, Land, of the Bible, land of the bible, pastor, church, follow His, truth, Word, lifetime, understand, understanding, ministries, tool box, learn, tourist, destination, tourist destination, Land of Israel, holy, holy land, land of God, with us, travel, enhance, biblical discoveries, movies, photos, free, professional, history, Christ, christian, belief, lessons, Zion, multitudes, Jewish, father, sea of Galilee, baptism, Romans, miracles, prophecy , children, children of Israel, tour, study tour, learning , tour, share, experience, lifetime journey, mission, last supper, tbctl, Omer Eshel, tbctl, study, tour, bible, biblical, holy, Jesus, David, King, journey, learning, experience, travel, company, travel company, tourist, guide, biblical sites, biblical, His, Him, Jerusalem, Galilee, Magdala, Center, Capernaum, Sea of Galilee, Holy, holy, Israel, Holy land, Holyland Biblical Heritage The Bible Comes to Life Travel and Education Center online Bible learning center journey to Israel Bible Sites
holy, land, tour, galilee, bible, biblical, israel, tourist, journey, travel, lifetime, experience, jerusalem, learning, children, king, study, jesus, center, destination
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Home
I-YES project “Improve Your Emotional skills” signs up in the European project frame ERASMUS + (2015-2017) for the education and formation programme.
emotional, learning, programme, project, social, iyes, italy, england, germany, romania, portugal, intelligence, greece
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National Collaborating Centre for Determinants of Health
Our focus is on the social and economic factors that influence the health of Canadians. We translate and share evidence with public health organizations and practitioners to influence interrelated determinants and advance health equity.
health, determinants, collaborating, centre, national
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Online educator in Nigeria - Get Professional Tutors in Nigeria
: Online Teacher Jobs in Nigeria - Readwell is online education platform in Nigeria we provide best online teacher Jobs, Professional Tutors, and Skills training classes in near you.
nigeria, online, professionaltutors, jobs, teacher, educator
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uiuckappas
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CryptoMurmur - Blockchain Marketing Agency
Helping inform and empower more people in the blockchain industry.
blockchain, news, bitcoin, crypto, education, learning, industry, initial, offering, coin, ethereum, technology, cryptocurrency, altcoins, altcoin
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Weave | The Solution for Institutional Effectiveness in Higher Education
We’re not just another assessment and accreditation management software company. Weave was designed by educators for educators and is uniquely designed to empower higher education leaders to continuously improve their programs and institution.
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Harding & Sporton Education Consultants
Harding & Sporton Education Consultants work with schools, training and supporting leaders and teachers, to develop and further improve education quality.
education, consultants, teachers, training, leadership, schools, teaching, learning, send
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Welcome to Knowledge Clinic -Empowering you to achieve your very best
Knowledge Clinic Empowers you to achieve your very best. Knowledge Clinic delivers educational services which connect experts who want to share with people who want to learn wherever they reside and whenever it is most suitable for them to participate.
patient, instructions, coastal, marine, sailing, healthcare, education, cruising, marketing, boat, health, sailboat, disease, medical, physician, club, navigation, yacht, resources, anchoring
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LMH Strategies HOME
LMH Strategies is an integrative professional, advisory, and SaaS management consulting company
development, management, diversity, human, systems, advisory, services, learning, professional, leadership, saas, consulting, strategies, magazine, research, hames, community, math, supply, capital
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McGraw-Hill
Because learning changes everything.™ We apply the science of learning to create innovative solutions to improve education outcomes around the world.
8,034,634
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Joomla! Share - Joomla Extensions and Templates
Download Joomla templates, Joomla extensions, Joomla translations, training Joomla, Joomla Farsi
joomla, download, templates, extensions, commercial, plugins, share, modules, education, translations, persian, farsi, learning, components
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Experiential Learning | DoingWorks, Inc.
DoingWorks takes education and learning and puts it into action through activities that improve teamwork and leadership. We also train facilitators through train the trainer courses and experiential books.
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Ajarn Ken | Learn English Online: Premium Courses on UDEMY
Online Learn English courses from Ajarn Ken. A native British English speaker. Improve your English with hints and tips and advice to help you speak better English
english, learn, tips, teacher, speak, courses, education, british, hints, improving, improve, discounted, learning, elearning, udemy, engllish, free, online, academy
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McGraw-Hill
Because learning changes everything.™ We apply the science of learning to create innovative solutions to improve education outcomes around the world.
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Optimized Learning
Tools to improve teaching and learning of mathematics and STEM education. Learn how to Lead effective and innovative teams.
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M.Ch. (Ophthal) Program | Boolean Education- Online Certificate Course | M.Ch. Ophthalmology | Mch-Ophthal | Medical Education Online |
M.Ch. Ophthal Course is a distance learning program for doctors with post graduation. Two weeks of clinical Observership Program. It incorporates the current principles and practice of ophthalmologist and offers evidence based and cutting edge solutions. It is available to be undertaken at your place of work at your pace. We have 300 doctors who completed M.Ch Ophthalmology with us from many countries specially India, UAE, UK.
ophthalmology, education, certification, online, medical, ophthal, learning, distance, observership, program, india, courses, board, programs, specialist, boolean, clinical, usaim, surgeon
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VetCheck - Client handouts | Discharge instructions | Treatment plans | Pet report cards | Dog anatomy | Appointment reminders.
VetCheck is a veterinary app and the most complete online resource for vets and pet service providers, featuring client information sheets, dog anatomy, cat anatomy, allergy and behaviour health assessments, to share with their clients and grow their business, improve education, customer satisfaction and compliance. Be seen by more clients on the pet portal, PetCheck.
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Learning Games Studios - Xenos for Adult Ed
Coming out of a research network led by the MIT Education Arcade, Learning Games Studios offers evidence-based educational games for adult education and workfor
learning, literacy, education, adult, english
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Home
Welcome to Education Distance Learning and Online Education Accreditation. We are a European community aimed to share enhanced learning accreditation by distance education experts.
accreditation, distance, learning, education, online, degree
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Teacher Collaborate - Welcome!
A site for teachers to share ideas and practices in order to strengthen and improve the teaching profession and the achievement of students in and out of the classroom.
science, reading, resources, resource, educational, writing, social, mathematics, math, history, studies, education, improve, share, teachers, teaching, teach, sharing, collaborate, answer
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ITSourceTEK
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Early Learning RI | Welcome
Early Learning RI is a web resource focused on issues that support and improve children''s learning and development. This website will provide information on best practices, research and data on Rhode Island''s early care and education system.
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Isothermal Community College
Located in Spindale, NC, Isothermal exists to improve life through learning.
certificate, diploma, degree, education, community, college, technical, school, isothermal
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Pic Share Colorier - coloriage kid and adult education
coloriage kid and adult education
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LinkedIn
Learn the technical skills you need for the job you want. As leaders in online education and learning to code, we’ve taught over 45 million people using a tested curriculum and an interactive learning environment. Start with HTML, CSS, JavaScript, SQL, Python, Data Science, and more.
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ProQuest | Databases, EBooks and Technology for Research
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ProQuest | Databases, EBooks and Technology for Research
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R-bloggers | R news and tutorials contributed by (750) R bloggers
Abstract: We use the RMariaDB and dbplyr packages to analyze the results database of the World Cubing Association. In particular we are interested in finding unofficial world records of fastest 3x3x3 solves, countries with large proportion of female cubers as well as acceptable solving times before entering a WCA competition. This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License. The markdown+Rknitr source code of this blog is available under a GNU General Public License (GPL v3) license from github. Motivation An item on my bucket list of irrelevant-things-to-excel-in-during-parental-leave™ is to solve the Rubik's cube again. In 2013 I learned the beginner's method for solving the cube by reading Dan Harris' Speedsolving the Cube book. However, any attempts to improve times by learning CFOP failed miserably in 2013 due to lack of time. So in this 2019 attempt I just try to revoke my beginner's method and improve it slightly by 4LL. Nevertheless, my solves fluctuate at 120-180s. This has made me worry about the shame-factor of pulling through the next item on the bucket list: competing in a World Cubing Association (WCA) 3x3x3 competition. The motivating question of this post is therefore: how large a skill outlier would one be at such a competition with, say, an 180s average? Mining the World Cubing Association Database Luckily, the WCA provides the results of all cubers and competitions in a downloadable SQL database (400 MB mySQL/MariaDB SQL text file). The downloadable version of 19 Apr 2019 contains tables with information on all 124, 997 players, 6, 014 competitions as well as the 2, 130, 374 results obtained by players in competitions starting with the Rubik's Cube World Championship in 1982. Not big data, but big enough and structured in a way that justifies using a SQL database backend for the analysis instead of just a flat data.frame in R. With a little bit of effort, one installs a MariaDB together with the MariaDB Connector/C and imports the WCA data into the database. Subsequently, the RMariaDB (Müller et al. 2018) and DBI (R Special Interest Group on Databases (R-SIG-DB), Wickham, and Müller 2018) R packages allow one to connect directly to the DB. Furthermore, the dbplyr (Wickham and Ruiz 2019) package allows one to write dplyr code, which is then translated into and evaluated as SQL queries behind the scenes. We connect to the database as follows: library(DBI) library(RMariaDB) con % show_query() ## ## SELECT * ## FROM (SELECT `LHS`.`competitionId` AS `competitionId`, `LHS`.`eventId` AS `eventId`, `LHS`.`roundTypeId` AS `roundTypeId`, `LHS`.`pos` AS `pos`, `LHS`.`best` AS `best`, `LHS`.`average` AS `average`, `LHS`.`personName` AS `personName`, `LHS`.`personId` AS `personId`, `LHS`.`personCountryId` AS `personCountryId`, `LHS`.`formatId` AS `formatId`, `LHS`.`value1` AS `value1`, `LHS`.`value2` AS `value2`, `LHS`.`value3` AS `value3`, `LHS`.`value4` AS `value4`, `LHS`.`value5` AS `value5`, `LHS`.`regionalSingleRecord` AS `regionalSingleRecord`, `LHS`.`regionalAverageRecord` AS `regionalAverageRecord`, `LHS`.`subid` AS `subid`, `LHS`.`name` AS `name.x`, `LHS`.`countryId` AS `countryId.x`, `LHS`.`gender` AS `gender`, `RHS`.`name` AS `name.y`, `RHS`.`cityName` AS `cityName`, `RHS`.`countryId` AS `countryId.y`, `RHS`.`information` AS `information`, `RHS`.`year` AS `year`, `RHS`.`month` AS `month`, `RHS`.`day` AS `day`, `RHS`.`endMonth` AS `endMonth`, `RHS`.`endDay` AS `endDay`, `RHS`.`eventSpecs` AS `eventSpecs`, `RHS`.`wcaDelegate` AS `wcaDelegate`, `RHS`.`organiser` AS `organiser`, `RHS`.`venue` AS `venue`, `RHS`.`venueAddress` AS `venueAddress`, `RHS`.`venueDetails` AS `venueDetails`, `RHS`.`external_website` AS `external_website`, `RHS`.`cellName` AS `cellName`, `RHS`.`latitude` AS `latitude`, `RHS`.`longitude` AS `longitude`, `RHS`.`date` AS `date` ## FROM (SELECT `LHS`.`competitionId` AS `competitionId`, `LHS`.`eventId` AS `eventId`, `LHS`.`roundTypeId` AS `roundTypeId`, `LHS`.`pos` AS `pos`, `LHS`.`best` AS `best`, `LHS`.`average` AS `average`, `LHS`.`personName` AS `personName`, `LHS`.`personId` AS `personId`, `LHS`.`personCountryId` AS `personCountryId`, `LHS`.`formatId` AS `formatId`, `LHS`.`value1` AS `value1`, `LHS`.`value2` AS `value2`, `LHS`.`value3` AS `value3`, `LHS`.`value4` AS `value4`, `LHS`.`value5` AS `value5`, `LHS`.`regionalSingleRecord` AS `regionalSingleRecord`, `LHS`.`regionalAverageRecord` AS `regionalAverageRecord`, `RHS`.`subid` AS `subid`, `RHS`.`name` AS `name`, `RHS`.`countryId` AS `countryId`, `RHS`.`gender` AS `gender` ## FROM (SELECT * ## FROM `Results` ## WHERE (`eventId` = '333')) `LHS` ## INNER JOIN `Persons` AS `RHS` ## ON (`LHS`.`personId` = `RHS`.`id`) ## ) `LHS` ## INNER JOIN `Competitions2` AS `RHS` ## ON (`LHS`.`competitionId` = `RHS`.`id`) ## ) `dbplyr_001` ## WHERE ((`gender` = 'f') AND (`best` > 0.0)) Analysing the data We are now all ready to perform some descriptive analyses of the data. The top-5 females according to their time for 3x3x3 single solve is obtained by: fwr_single %>% group_by(personId) %>% top_n(-1, best) %>% ungroup %>% arrange(best) %>% select(competitionId, personName, personCountryId, best, date) %>% top_n(-5, best) ## # Source: lazy query [?? x 5] ## # Database: mysql 10.3.14-MariaDB-log [[email protected]:/wca] ## # Ordered by: best ## competitionId personName personCountryId best date ## ## 1 SlowNSteadySummer2017 Dana Yi USA 537 2017-07-01 ## 2 BarbyCubeOpen2018 Juliette Sébastien France 581 2018-11-03 ## 3 FruitSalad2018 Katie Hull USA 606 2018-03-03 ## 4 CubeduKorea2018 Yu Da-Hyun (유다현) Korea 629 2018-01-26 ## 5 NewYorkCitySpring2018 Kymberlyn Calderon USA 641 2018-04-21 Note that the solve times are given in centiseconds (i.e. 1/100'th of a second). The above result can be compare with the corresponding information at . As professional data scientist one knows how important it is to understand the data generating process and to know your data. So this is how the 5.37s solve by Dana Yi in 2017 looks like: The evolution of the 3x3x3 single solve WR So at this point we force an execution of the allResults query and cache the result as an object in R. This feels slightly disappointing, because the hope was to leave the data in the database management system (DBMS) as long as possible, but it felt like the most efficient way to compute sequential ranks - however, it might have been possible to perform the sequential rank directly using SQL statements, although I did not succeed to find the correct approach within the available time.1 Instead, the results are sorted according to their date in R and subsequently each result is checked to see if it's sequential rank is 1, i.e. whether the time is lower than all previous results. For this purpose a fast Rcpp function sequential_is_rank1 function is provided, which computes the sequential rank of a vector of values (see github code for details). Note: If we had not pulled the data into R at this point, such a computation within R would not have been possible. The evolution of the world record for males and females over time is then easily plotted. Note: As mentioned WCA doesn't officially distinguish between male and female results. Is such a plot useful? Not really IMHO, but I had seen a similar plot at the WCA webpage, so it's nice to be able to create it in R. Countries with highest proportion of female cubers Since the overall fraction of female cubers is around 10%, we determine the top-5 countries (with at least 50 cubers), having the highest proportion of female cubers in the Persons database: countryId n_total n_male n_female frac_female (in %) Algeria 157 103 54 34.4 Mongolia 373 278 95 25.5 Morocco 67 53 14 20.9 Pakistan 54 42 12 22.2 Tunisia 211 171 40 19.0 I find this list quite surprising and also encouraging! Skill level before entering a WCA competition Getting back to the motivating question of this post, we derive for each result how experienced the cuber was at the time of obtaining the result. We shall measure experience terms of years since the cuber's first WCA competition. Special interest will then be in results of cubers in their very first WCA competition - see the github code for details. We then use this information to create a scatter plot with result average (in seconds) and corresponding experience of the cuber (in years). For better visualization we plot the marginal 5%, 10%, 50%, 90%, 95% quantiles as smooth function of experience - this is done with with ggplot2's geom_quantile function together with the argument method="rqss", which then uses the rqss function of the quantreg package (Koenker 2018) to compute smooth quantile curves: We notice that the quantile curves stay more or less parallel, which is indicative of a stable variance and skewness of the results over the range of experiences. Focusing only on the round-1 results of those participating for the first time in the period from 2018-04-19 to 2019-04-19 we see that the quantiles for the average is (in seconds) are: ## 5% 10% 50% 90% 95% 99% 99.9% ## 16 19 36 77 93 136 208 This shows that with a 180s average one is located at the 99.7% quantile of all cubers entering a WCA competition. In other words: if the comfort zone is defined as being within the 95% envelope, then a ~90s average is needed before entering a WCA competition. To further investigate, how cubers of that skill level evolve in time, we study the solving skills of cubers entering their first WCA competition with a solve time between 180s and 240s. In order to reduce the potential effect of secular trends due to, e.g., better cubes, we consider the skill evolution of the cohort of first time cubers from 2015 and onwards. The cohort inclusion criterion provide a total of 174 first time competitors in this skill bracket. Only 27.6% of these cubers decide to participate in further WCA competitions! The further development of the averages of these cubers is best shown in a trajectory plot. Note that the end of the lines does not necessarily mean that they stopped cubing, instead it could be due to right truncation, because only competitions until 2019-04-19 are available. Instead of the trajectories we can also overlay an expectation smoother on top of the data to see how the expected average progresses with time in the cohort. Note, that this portrays the marginal expectation and thus is only based on cubers, who are still cubing at that time. No adjustment for any, potentially informative, drop-out is made. From the figure we notice a rapid improvement the first 6 months after entering the first WCA competition. Hereafter results only improve slowly. Discussion Through analysis of the WCA results database it became clear that participating in a 3x3x3 event with a 180s average is uncool. The data also show that cubers entering the world of WCA competitions with such an average are likely to never participate in another WCA event. In case they do, their times drop to 90-120s averages within 6 months after which they are stuck - no one cracks the 20s barrier. To conclude: It seems wise to practice more, before going to the first WCA competition. 😃 From a data science perspective this post provided insights on using dbplyr as a tidyverse frontend for SQL queries. Being an SQL novice, I learned that generating indexes is a must, if you do not want to wait forever for your INNER JOINs. Furthermore, I ran into some trouble with mutates and filters with the package, because the produced SQL code provide empty results. It remains unclear to me if this was due to differences in SQL DBMSs (e.g. MariaDB being differnet from PostGres), my lack of SQL knowledge or if it's a shortcoming of the dbplyr package. My conclusion is that performing the data wrangling within the DBMS was overkill for the medium sized wca data. For larger or more structured datasets such an approach can, however, be fruitful, because a DBMS's main purpose is to provide efficient solutions for working with your data. Furthermore, I like the idea of having a familiar dplyr frontend and just auto-generate an efficient backend code (here: SQL) to do the actual wrangling. This also provides an opportunity to get an outside-R-implementation, which can be an important aspect in quality assurance of statistical analyses. Acknowledgments The terms of use of the WCA database requests any use of it to be equipped with the following text: This information is based on competition results owned and maintained by the World Cube Association, published at as of April 19, 2019. Besides this formal note, I thank the WCA Results Team for providing the WCA data for download in this comprehensive form! Literature Koenker, Roger. 2018. Quantreg: Quantile Regression. quantreg. Müller, Kirill, Jeroen Ooms, David James, Saikat DebRoy, Hadley Wickham, and Jeffrey Horner. 2018. RMariaDB: Database Interface and 'Mariadb' Driver. RMariaDB. R Special Interest Group on Databases (R-SIG-DB), Hadley Wickham, and Kirill Müller. 2018. DBI: R Database Interface. DBI. Wickham, Hadley, and Edgar Ruiz. 2019. Dbplyr: A 'Dplyr' Back End for Databases. dbplyr. If you know how to do this efficiently in SQL, let me know!↩
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Home | Byron College | British International School in Athens
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skoool.az
skoool™.com Elm və Riyaziyyat barədə anlayışları möhkəmləndirmək üçün müəllim və tələbələri lazım olan hər bir məlumat ilə təmin edir. Skoool bu fənlər üzrə xüsusilə müəllim və tələbələr üçün hazırlanmış ilk mənbədir. O, məzmunu inkişaf etdirmək üçün ən üstün müəllimlərin təcrübəsindən istifadə edir. Skoool bu fənlər üzrə xüsusilə müəllim və tələbələr üçün hazırlanmış ilk mənbədir. O, məzmunu inkişaf etdirmək üçün ən üstün müəllimlərin təcrübəsindən istifadə edir.
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Forex - Analysis, Education, Strategies, Charts - comparic.com
Financial platform offering financial news, forex news, analysis, strategies and education materials.
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Frontier Education Home Page
Frontier Education is a boutique Registered Training Organisation specialising in delivering qualifications and training to some of Australia’s largest Companies.
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Welcome to Lovely Professional University
With its incredible location, Lovely Institutes offers a unique experience. Lovely Institution presents students with an array of diverse career opportunities and access to any type of creative, athletic, or social endeavor
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Notes Desk - Your Academic Encyclopedia
Porter''s Model of Five Competitive Forces. Porters 5 forces model: Diamond Model: Threat of substitute products, Threat of new entrants, Intense rivalry, B argaining power of suppliers, Bargaining power of Buyers
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Ritzy Schools | India''s Only European Preschool
Rityz Schools is providing early childhood education, preschool learning, lab activities to children in play group, Nursery, LKG or K1 and UKG or K2. Our branches in Maharashtra, Madhya Pradesh, Telangana and many other states that are well equipped, secure and have stimulating, fun and
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Englishunt - Home
Education, Online Learning, Distance Education
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Welcome to Wieser Educational!
Dedicated to providing the best possible instructional materials to meet the needs of students with learning differences or who are struggling to learn.
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Jörn Loviscach
Homepage von Jörn Loviscach
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PMAS-Arid Agriculture University Rawalpindi
Pir Mehr Ali Shah Arid Agriculture University Rawalpinid Islamabad, Punjab, Pakistan, Education, Institute, Learning, Degree, Courses, Subject, M.Sc, M.Phil, Phd
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ProCEO Inc .. Continuing Education Online Training
ProCEO offers continuing education for health care professionals including infection control training for health professionals in New York State.
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McREL Home - McREL International
McREL is committed to making a difference in the quality of education and learning for all through excellence in applied research, product development, and service.
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Education and Learning Resources | Houghton Mifflin Harcourt
HMH is a global leader in Pre K-12 educational content and services, combining digital innovation and research to make learning more engaging and effective.
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Forex broker comparison | Currency trading | Become a trader
Forex and CFD Brokers Comparison, the best forex trading strategies, learning how to become a currency trader, technical and fundamental analysis
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Electronics – Online Distance Learning - Computer Technology Courses
CIE offers distance learning programs in electronics and computer technology. Get the skills needed for a new career in a high-tech field. Start your course today!
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Skills Forward Ltd
Skills Forward is a market leading e-learning platform specialising in the assessment and delivery of English, maths, ESOL, and employability. Its curriculum content and products are modern, engaging, and improve participation in learning.
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ALPAA | Accelerated Literacy Practitioners'' Association Australia
The Accelerated Literacy Practitioners’ Association of Australia (ALPAA) is an association created for educators who are interested in sustaining and promoting a well-informed pedagogy in language and literacy. On this site you will find news, teaching resources, links to publications, a portal to webinars and course materials, and a forum for discussion.
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64keys - The Living Matrix - Human Design Software and Education
64keys is a software portal that enables you to dive into the Human Design Matrix.
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NGSS Biology Lesson Plans, Free Science Curriculum
NGSS life science lesson plans. Free high school biology curriculum based on inquiry, the science practices, & crossingcutting concepts.
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Comhairle na Gaelscolaíochta - Irish Medium Education | Immersion Education | Bilingual Learning
Comhairle na Gaelscolaíochta is the representative body for Irish-medium education in Northern Ireland. It was set up in 2000 by the Department of Education to promote, facilitate and encourage Irish-medium education. One of CnaG''s central objectives is to seek to extend the availability of Irish-medium education to parents who wish to avail of it for their children.
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Chezpilou - Self Development for Smart People ಠ_ಠ
Chezpilou is the best place to read blogs on health, tech and education. You can also share your knowledge here by contributing blog writeups.
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Practical Assessment, Research and Evaluation homepage
This on-line journal provides education professionals access to refereed articles that can have a positive impact on assessment, research, evaluation, and teaching practice, especially at the local education agency (LEA) level.
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Chemistry Education by useful and amazing stuff
In this website (www.youngchemist.com), useful and amazing contents about chemistry have been provided
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Learning Labs, Inc. - Proudly serving CTE in the Southeast since 1967
Since 1967, Learning Labs, Inc. has representedcareer and technology education products to secondary/post-secondary schools in the Southeast.
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CyberU
CyberU is one of the largest online learning marketplaces. Acquire a new skill, sharpen your tool kit and change your career trajectory with a course today!
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Independent Television - Breaking News, Bangladesh, World, Sports, Entertainment & Video News
Independent Television Ltd is a private 24-hour news channel. It is owned by one of Bangladesh''s largest conglomerate Beximco. Independent Television, The most read bangla news portal. Get breaking news from the most reliable bangladeshi online news portal.
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Online PE, Fitness, Health & Career Education | Carone Learning
Carone Learning and cFitness Academy provide quality online PE classes and online health classes. Visit us today to see how. 
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Foreel Recovery
Empower yourself through Art, Education and Recovery. Our goal to help raise Awareness and help folks get treatment through our numerous Art events.
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Visualz Nutrition Education Resources Learning Zone
Learning ZoneXpress has a variety of nutrition education materials including learning posters, handouts, videos, and incentives used successfully by professionals in WIC, Public Health, FCS, Cooperative Extension, Schools and Child/School Nutrition Programs. Learning Zone Express specializes in nutrition, health and life skills education.
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د. يوسف الحسينى
Digit Steps - Digit Steps & Courses HTML Template
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School - A free resource site for CBSE , ICSE , Cambridge and other boards. School , College teachers and principals.
A 100% free site for all educators ( Principal, teachers, management, administration ) including lots of training material for Schools around the world. Hots, Multiple Intelligence, Inclusive education, ADHD, Movie, Presentations, Worksheets etc. for CBSE , ICSE, Cambridge , IBO etc. boards.
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Distance Education Grade R to Matric - Brainline
Brainline Learning World provides distance education online learning solutions for students from Grade R to Grade 12 (Matric NSC). Get started today!
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