Search for tag: "algorithm"

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Machine learning - the basics duration 47 minutes 53 seconds Machine learning - the basics Machine learning - the basics	Machine learning - the basics Machine learning (ML) is an umbrella term for solving problems for which development of algorithms by human programmers would be cost-prohibitive, and instead the problems are solved by helping… machine learning data skills learning machine model regression classification training algorithms algorithm patterns images characteristics decision probability recognition image dataset labels computer reinforcement method process bit From Tracy Steinberg 1 likes 108 plays 0 Publisher Tracy Steinberg Licence Type All rights reserved The University of Edinburgh Language British English Date Created September 8th, 2023
3D Pig Tails Case Study 1 duration 11 minutes 42 seconds 3D Pig Tails Case Study 1 3D Pig Tails Case Study 1	3D Pig Tails Case Study 1 by Prof Rick D'Eath \| for 'The power of data for farm animal practice' course Course website: https://edin.ac/farm-data datalab data farm tail tails outbreak pigs posture cameras algorithm biting validation groups outbreaks risk axis camera pen warning graph observations concept algorithms From Charlotte Gresham 0 likes 25 plays 0 Licence Type All rights reserved The University of Edinburgh
Lecture 13 - Principles of Quantum Mechanics /… duration 49 minutes 28 seconds Lecture 13 - Principles of Quantum Mechanics /… Lecture 13 - Principles of Quantum Mechanics / Quantum Physics	Lecture 13 - Principles of Quantum Mechanics / Quantum Physics Principles of Quantum Mechanics / Quantum Physics - Lecture 13 physics and astronomy quantum physics principles of quantum mechanics computing operator quantum function algorithm operators control register action oracle step hat target notation measurement thing question gate gates kind From Arjun Berera 0 likes 104 plays 0 Course Code PHYS10094 Licence Type All rights reserved The University of Edinburgh Language English Date Created June 26th, 2023 Retain Source File Yes
Lecture 14 - Principles of Quantum Mechanics /… duration 50 minutes 21 seconds Lecture 14 - Principles of Quantum Mechanics /… Lecture 14 - Principles of Quantum Mechanics / Quantum Physics	Lecture 14 - Principles of Quantum Mechanics / Quantum Physics Principles of Quantum Mechanics / Quantum Physics - Lecture 14 physics and astronomy quantum physics principles of quantum mechanics operator algorithm hat action vector computing grover si root oracle ci thing operators quantum question words function probability s. register From Arjun Berera 0 likes 100 plays 0 Course Code PHYS10094 Licence Type All rights reserved The University of Edinburgh Language English Date Created June 26th, 2023 Retain Source File Yes
Dr. Mengwei Sun - UDRC Research Video 2023 duration 3 minutes 41 seconds Dr. Mengwei Sun - UDRC Research Video 2023 Dr. Mengwei Sun - UDRC Research Video 2023	Dr. Mengwei Sun - UDRC Research Video 2023 Mengwei is a Research Associate at the Institute of Digital Communication, School of Engineering, University of Edinburgh, Edinburgh, UK from Apr. 2019, working with Dr. James. R. Hopgood. Before… networks sensor systems philtres linear kalman problems estimation tracking sensors measurements algorithm performance characteristics supervisor surveillance monitoring applications scale From Joe Burchell 0 likes 101 plays 0 Licence Type All rights reserved The University of Edinburgh
Week 4 Algorithms and Machine Learning duration 1 hour 55 minutes Week 4 Algorithms and Machine Learning Week 4 Algorithms and Machine Learning	Week 4 Algorithms and Machine Learning Internet and Society 2022 internet studies algorithms machine learning bias things algorithm lot model computer models google money thing companies idea sorts rules answer society engine computers bit sort From James Stewart 0 likes 35 plays 0 Publisher UoE Licence Type Creative Commons - Attribution Non Commercial Date Created October 10th, 2022
AML: Clustering - Hierarchical Clustering duration 23 minutes 54 seconds AML: Clustering - Hierarchical Clustering AML: Clustering - Hierarchical Clustering	AML: Clustering - Hierarchical Clustering Applied Machine Learning - INFR11211 AML: Clustering - Hierarchical Clustering Part 2/3 aml machine learning clustering hierarchical clustering clusters distance points cluster distances process algorithm level means step things pairwise point hierarchy pairs approach j. formulation measure From Siddharth N 2 likes 454 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Ethics and Fairness - The ART Principles duration 20 minutes 20 seconds AML: Ethics and Fairness - The ART Principles AML: Ethics and Fairness - The ART Principles	AML: Ethics and Fairness - The ART Principles Applied Machine Learning - INFR11211 AML: Ethics and Fairness - The ART Principles (Guest Lecture: Nadin Kokciyan) Part 2/3 aml machine learning fairness ethics ai explanations explanation systems problem paper transparency decision things moment socio users trust lot algorithm decisions society gdpr term box From Siddharth N 1 likes 224 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
Data and AI ethics duration 46 minutes 1 second Data and AI ethics Data and AI ethics	Data and AI ethics Data and AI ethics is a one-hour webinar designed to introduce staff and students to the basic concepts.Using five genuine and timely data and AI case-studies, the three main philosophical… data skills digital skills and training ethics person approach algorithm customers facebook companies app students organisation virtue potholes credit areas boston problem tech things decision consequentialism organization police utilitarianism videos From Tracy Steinberg 0 likes 86 plays 0 Publisher Tracy Steinberg Licence Type All rights reserved The University of Edinburgh Language British English Date Created October 18th, 2022
AML: Optimisation - Gradient Descent duration 15 minutes 58 seconds AML: Optimisation - Gradient Descent AML: Optimisation - Gradient Descent	AML: Optimisation - Gradient Descent Applied Machine Learning - INFR11211 AML: Optimisation - Gradient Descent Part 2/3 aml machine learning optimisation gradients function gradient step direction error size weight times algorithm rate point weights optimization region learning perturbation steps taylor descent From Siddharth N 1 likes 448 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
Alice Pellet-Mary - Some Attacks on Algebraic… duration 56 minutes 31 seconds Alice Pellet-Mary - Some Attacks on Algebraic… Alice Pellet-Mary - Some Attacks on Algebraic Lattice Problems	Alice Pellet-Mary - Some Attacks on Algebraic Lattice Problems Subtitles will be added at a later date. 27 July 2022 Foundations and Applications of Lattice-based Cryptography Alice Pellet-Mary, Bordeaux University Some Attacks on Algebraic Lattice Problems units log root fields field attack approximation unit lattice factor size basis point generator elements algorithm idea times attacks points From Greg McCracken 0 likes 39 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created August 2nd, 2022 Retain Source File Yes
Martin Albrecht - Solving the Learning with… duration 1 hour 26 minutes Martin Albrecht - Solving the Learning with… Martin Albrecht - Solving the Learning with Errors Problem	Martin Albrecht - Solving the Learning with Errors Problem Subtitles will be added at a later date. 26 July 2022 Foundations and Applications of Lattice-based Cryptography Martin Albrecht, Royal Holloway, University of London Solving the Learning with… vector basis thing vectors lattice algorithm dimension reduction beta shape bit volume problem kind cost input oracle algorithms enumeration block From Greg McCracken 0 likes 50 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created August 2nd, 2022 Retain Source File Yes
Damien Stehlé - Introduction to… duration 1 hour 27 minutes Damien Stehlé - Introduction to… Damien Stehlé - Introduction to Lattice-based Cryptography (Pt 1)	Damien Stehlé - Introduction to Lattice-based Cryptography (Pt 1) Subtitles will be added at a later date. 25 July 2022 Foundations and Applications of Lattice-based Cryptography Damien Stehlé, ENS Lyon Introduction to Lattice-based Cryptography (Pt 1) vector times basis lattice vectors probability determinant dimension columns reduction algorithm gamma minimum matrix problem factor combinations emma rows metrics From Liam Holligan 0 likes 215 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created August 2nd, 2022 Retain Source File Yes
Proof complexity of CSP - Azza Gayasin duration 24 minutes 24 seconds Proof complexity of CSP - Azza Gayasin Proof complexity of CSP - Azza Gayasin	Proof complexity of CSP - Azza Gayasin Mathematical Approaches to Lower Bounds: Complexity of Proofs and Computation Proof complexity of CSP by Azza Gaysin, The Charles University in Prague icms instance algebra solution relation csp algorithm linear factorise constraint domain homomorphism theta universe iteration theorem operation relations constraints step congruence From Iain Cms 0 likes 28 plays 0 Licence Type All rights reserved Date Created July 8th, 2022
On the range avoidance problem for circuits -… duration 28 minutes 1 second On the range avoidance problem for circuits -… On the range avoidance problem for circuits - Hanlin Ren	On the range avoidance problem for circuits - Hanlin Ren Mathematical Approaches to Lower Bounds: Complexity of Proofs and Computation On the range avoidance problem for circuits University of Oxford Hanlin Ren icms complexity problem proof generator output string algorithm input katie p. length circuit algorithms sense programme talk hypothesis stretch capacity inputs From Iain Cms 0 likes 33 plays 0 Licence Type All rights reserved Date Created July 5th, 2022
Learning from equivalence queries and… duration 30 minutes 4 seconds Learning from equivalence queries and… Learning from equivalence queries and unprovability of circuit upper bounds - Igor Oliveira	Learning from equivalence queries and unprovability of circuit upper bounds - Igor Oliveira Mathematical Approaches to Lower Bounds: Complexity of Proofs and Computation Learning from equivalence queries and unprovability of circuit upper bounds University of Warwick Igor Oliveira icms learning algorithms size queries language algorithm circuit np theory bounds proof instance counterexamples probability problem uniform form randomness result complexity From Iain Cms 0 likes 23 plays 0 Licence Type All rights reserved Date Created July 5th, 2022