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INFO: Full form for FYDP is Fourth Year Design Project in Academic & Science category
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The First-Year Experience (FYE) (also known as the Freshman-Year Experience or the Freshman Seminar Program) is a program at many American colleges and universities designed to help students prepare for the transition from high school to college. FYE programs often foster the participation of students in co-curricular events such as common reads, concerts, art exhibits, and guest lectures.

Depending on the school, the course can last anywhere from two weeks to a full school year. Some larger universities, such as the University at Albany, SUNY, through their Project Renaissance Program, create a "small college" feel by allowing freshmen to do their first-year courses in one section of the university.

While the origins of the program remain unclear, many people attribute the start of the First-Year Seminar to the University of South Carolina, which houses the National Resource Center for the First-Year Experience and Students in Transition and holds a series of workshops for colleges and universities to better their own first-year programs.

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INFO: Full form for FYE is First Year Enrichment in Academic & Science category
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INFO: Full form for FYE is First Year Engineering in Academic & Science category
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Hardin Valley Academy, located at 11345 Hardin Valley Road, is a Knox County high school that was founded in 2008. The school is split into four academies: Liberal Arts, STEM (Science, Technology, Engineering, and Mathematics), Health Sciences, and BLPA (Business, Law, and Public Affairs).

It serves portions of Farragut north of Interstate 75.

The First-Year Experience (FYE) (also known as the Freshman-Year Experience or the Freshman Seminar Program) is a program at many American colleges and universities designed to help students prepare for the transition from high school to college. FYE programs often foster the participation of students in co-curricular events such as common reads, concerts, art exhibits, and guest lectures.

Depending on the school, the course can last anywhere from two weeks to a full school year. Some larger universities, such as the University at Albany, SUNY, through their Project Renaissance Program, create a "small college" feel by allowing freshmen to do their first-year courses in one section of the university.

While the origins of the program remain unclear, many people attribute the start of the First-Year Seminar to the University of South Carolina, which houses the National Resource Center for the First-Year Experience and Students in Transition and holds a series of workshops for colleges and universities to better their own first-year programs.

Highland View Academy is a private co-educational secondary boarding school located in Hagerstown, Maryland, United States, and run by the Seventh-day Adventist Church. It is a part of the Seventh-day Adventist education system, the world's second largest Christian school system. It is accredited by the Middle States Association of Colleges and Schools

INFO: Full form for EBAT is Electronic Breath Alcohol Testing in Academic & Science category
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The Henry Jackson Society (HJS) is a trans-Atlantic foreign policy and national security think tank, based in the United Kingdom. While non-partisan, its outlook has been described variously as neoliberal and as neoconservative. The society identifies itself with a "forward strategy" to spread democracy and liberal values globally. It is currently focused primarily on supporting global democracy in the face of threats from China and Russia. The society is also known for its reports related to Islamic and far right extremism. The society is named after the American politician Henry M. Jackson.

INFO: Full form for EBB is Eugen-Based Beamforming in Academic & Science category
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Catholic Junior College (CJC) (Chinese: 公教初级学院) is a junior college in Singapore, offering a two-year course for pre-university students leading to the Singapore-Cambridge GCE Advanced Level examination. Founded in 1975, Catholic Junior College was the third junior college to be established in Singapore.

Elizabeth Barrett Browning (née Moulton-Barrett; ; 6 March 1806 – 29 June 1861) was an English poet of the Victorian era, popular in Britain and the United States during her lifetime.

Born in County Durham, the eldest of 11 children, Elizabeth Barrett wrote poetry from the age of eleven. Her mother's collection of her poems forms one of the largest extant collections of juvenilia by any English writer. At 15 she became ill, suffering intense head and spinal pain for the rest of her life. Later in life she also developed lung problems, possibly tuberculosis. She took laudanum for the pain from an early age, which is likely to have contributed to her frail health.

In the 1840s Elizabeth was introduced to literary society through her cousin John Kenyon. Her first adult collection of poems was published in 1838 and she wrote prolifically between 1841 and 1844, producing poetry, translation and prose. She campaigned for the abolition of slavery and her work helped influence reform in the child labour legislation. Her prolific output made her a rival to Tennyson as a candidate for poet laureate on the death of Wordsworth.

Elizabeth's volume Poems (1844) brought her great success, attracting the admiration of the writer Robert Browning. Their correspondence, courtship and marriage were carried out in secret, for fear of her father's disapproval. Following the wedding she was indeed disinherited by her father. In 1846, the couple moved to Italy, where she would live for the rest of her life. They had a son, known as "Pen" (Robert Wiedeman Barrett Browning) (1849–1912). Pen devoted himself to painting until his eyesight began to fail later in life; he also built up a large collection of manuscripts and memorabilia of his parents; however, since he died intestate, it was sold by public auction to various bidders, and scattered upon his death. The Armstrong Browning Library has tried to recover some of his collection, and now houses the world's largest collection of Browning memorabilia. Elizabeth died in Florence in 1861. A collection of her last poems was published by her husband shortly after her death.

Elizabeth's work had a major influence on prominent writers of the day, including the American poets Edgar Allan Poe and Emily Dickinson. She is remembered for such poems as "How Do I Love Thee?" (Sonnet 43, 1845) and Aurora Leigh (1856).

INFO: Full form for FIV is Flowline Isolation Valve in Academic & Science category
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INFO: Full form for GLW12 is Geophysics Luminous Phenomena over Water: Moving, V-shaped Phosphorescent Displays in Academic & Science category

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INFO: Full form for GLASS is Government Libraries And Social Sciences in Academic & Science category
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The Georgia Public Library Service (GPLS) is the state agency for libraries in the U.S. State of Georgia and a unit of the University System of Georgia. The service was initially founded in 1996 after the inception of the Library Services and Technology Act (LSTA), and in July 2000 moved from the Georgia Department of Technical and Adult Education (DTAE) to the Georgia Board of Regents and University System of Georgia. Julie Walker is the current State Librarian.

INFO: Full form for GLB is Geophysics Luminous Ball lightning phenomena in Academic & Science category
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Forest Hill Collegiate Institute (FHCI) is a semestered public high school of about 900 students and 55 teachers located in the Forest Hill neighbourhood of Toronto, Ontario, Canada. It is part of the Toronto District School Board. Prior to 1998, it was within the Toronto Board of Education (TBE).

The school takes pride in its wide range of clubs, committees, teams and student spirit.

The motto for the school is Non Nobis Solum (Not For Ourselves Alone).

INFO: Full form for FHCBL is Frederick H. Cossitt Branch Library (North Granby, CT) in Academic & Science category

INFO: Full form for FHY is Follacci Hervieu Yoon in Academic & Science category
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INFO: Full form for CCWAP is Colorado Coalfield War Archaeology Project in Academic & Science category
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INFO: Full form for ENACW is East North Atlantic Central Water in Academic & Science category
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INFO: Full form for CCWA is Community College Workforce Alliance in Academic & Science category
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INFO: Full form for FIAMS is Flinders Institute for Atmospheric and Marine Sciences in Academic & Science category
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INFO: Full form for ENAM is European Network of American Alumni Associations in Academic & Science category
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INFO: Full form for EHAM is Esterified Hyaluronic Acid Matrix in Academic & Science category
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INFO: Full form for HBSA is Hispanic Business Student Association in Academic & Science category
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INFO: Full form for DFWR is Drones For Whale Research in Academic & Science category
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INFO: Full form for DFX is Design For eXcellence in Academic & Science category
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INFO: Full form for HBSA is Home Business Success Academy in Academic & Science category
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INFO: Full form for HBSA is Hamilton/Burlington Society of Architects in Academic & Science category
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These datasets are applied for machine-learning research and have been cited in peer-reviewed academic journals. Datasets are an integral part of the field of machine learning. Major advances in this field can result from advances in learning algorithms (such as deep learning), computer hardware, and, less-intuitively, the availability of high-quality training datasets. High-quality labeled training datasets for supervised and semi-supervised machine learning algorithms are usually difficult and expensive to produce because of the large amount of time needed to label the data. Although they do not need to be labeled, high-quality datasets for unsupervised learning can also be difficult and costly to produce.

Don Bosco Technical College also referred to by its acronym DBTC or Don Bosco Mandaluyong is a private Catholic basic and higher education institution run by the Salesians of the Society of Saint John Bosco in Mandaluyong, Metro Manila, Philippines. Established in 1953 by the Salesians, it is the first Don Bosco Educational Center in Metro Manila. Don Bosco Mandaluyong offers co-educational primary (elementary) and secondary education (junior high school), co-educational senior high school and college (tertiary education), night school (alternative learning system), and vocational training for out-of-school youth.

The college department was formerly exclusive for males until 2004, when the department started accepting female students. DBTC has been starting to accept female students in SY 2020-2021. Following the nationwide implementation of K-12, DBTC implemented the co-educational senior high school program in 2016.

It is part of the IUS or the Istituzioni Universitarie Salesiane (Salesian University Institutions), the Don Bosco Educational Apostolate of the Philippines and the Don Bosco Philippines North Province (DB-FIN). Don Bosco Mandaluyong was awarded the ISO 9001:2000 certification (Certificate No. 6720) by Moody International Certification (Malaysia) Sdn. Bhd. and United Kingdom Accreditation Service.

Don Bosco Mandaluyong was envisaged as one of the "big three" schools in Mandaluyong, together with La Salle Green Hills and Lourdes School of Mandaluyong, which also offer all-boys elementary and secondary education. However, of the three, only Lourdes School of Mandaluyong remained an all-boys school by AY2020-2021. DBTC is deemed the "motherhouse of all Salesian works in the Philippines," making it the premier Salesian institution for higher learning in the country. Its campus is located at 736 General Kalentong Street in Mandaluyong, Metro Manila, Philippines.

INFO: Full form for DM(S) is Digital material(s) in Academic & Science category

INFO: Full form for DFTR is Durga Femto Technologies Research in Academic & Science category
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The Global Labour University (GLU) is an international network of universities, trade unions, NGOs and the International Labour Organisation. It was initiated in 2002 and offers masters programs, academic certificate programs and Massive Open Online Courses (MOOC) on sustainable development, social justice, international labour standards and trade/labour unions, economic policies and global institutions.

Universities and workers’ organisations from around the world have jointly developed these unique global programmes. The programmes aim at allowing labour organisations and social movements to engage more effectively in social dialogue, public debate and policy implementation.

INFO: Full form for GLUE is Glueing Libraries Using EcmaScript in Academic & Science category
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INFO: Full form for GLUE is Global Language Unified Experience in Academic & Science category
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INFO: Full form for GURT is Georgetown University Round Table in Academic & Science category
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INFO: Full form for GURU is General University Reference Utility in Academic & Science category
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INFO: Full form for BRAB is Building Research Advisory Board in Academic & Science category
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INFO: Full form for DOBC is Dance Organization of Boston College in Academic & Science category
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INFO: Full form for BHAAA is Beverly Hills Athletic Alumni Association in Academic & Science category
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INFO: Full form for BHAAA is Beverly Hills Athletics Alumni Association in Academic & Science category
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INFO: Full form for HAZID is Hazard Identification Studies in Academic & Science category
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Geometric Dimensioning and Tolerancing (GD&T) is a system for defining and communicating engineering tolerances. It uses a symbolic language on engineering drawings and computer-generated three-dimensional solid models that explicitly describe nominal geometry and its allowable variation. It tells the manufacturing staff and machines what degree of accuracy and precision is needed on each controlled feature of the part. GD&T is used to define the nominal (theoretically perfect) geometry of parts and assemblies, to define the allowable variation in form and possible size of individual features, and to define the allowable variation between features.

There are several standards available worldwide that describe the symbols and define the rules used in GD&T. One such standard is American Society of Mechanical Engineers (ASME) Y14.5. This article is based on that standard, but other standards, such as those from the International Organization for Standardization (ISO), may vary slightly. The Y14.5 standard has the advantage of providing a fairly complete set of standards for GD&T in one document. The ISO standards, in comparison, typically only address a single topic at a time. There are separate standards that provide the details for each of the major symbols and topics below (e.g. position, flatness, profile, etc.).