Search for tag: "machine learning"

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Inaugural Lecture of Professor Sotirios… duration 49 minutes 38 seconds Inaugural Lecture of Professor Sotirios… Inaugural Lecture of Professor Sotirios Tsaftaris, Chair in Machine Learning and Computer Vision	Inaugural Lecture of Professor Sotirios Tsaftaris, Chair in Machine Learning and Computer Vision The pixel takes it all We are fascinated by how our brain interprets what we see. Emulation of our brain's ability to process visual signals has in turn inspired modern digital engines that… inaugural lecture inaugural lecture machine learning computer vision artificial intelligence things thing picture lots computer image brain lot phd vision machine woman images learning text mri students ai future types From Billy Rosendale 0 likes 4 plays 0 Publisher University of Edinburgh Licence Type All rights reserved The University of Edinburgh Language English Date Created May 8th, 2024
MLP 23-24 Week 10 Live Session - From AI to RLHF duration 51 minutes 53 seconds MLP 23-24 Week 10 Live Session - From AI to RLHF MLP 23-24 Week 10 Live Session - From AI to RLHF	MLP 23-24 Week 10 Live Session - From AI to RLHF Machine Learning Practical 2023-24 Live Lecture session for Week 10 of Semester 1. From Artificial Intelligence to Reinforcement Learning from Human Feedback reinforcement learning artificial intelligence machine learning deep learning rlhf human feedback action learning model thing problem reward function machine actions things bit samples vector rewards environment semester trajectories trajectory cost layers From Pavlos Andreadis 1 likes 24 plays 0 Course Code INFR11132 Publisher Pavlos Andreadis Licence Type All rights reserved Language English Date Created November 21st, 2023 Retain Source File Yes
Machine Learning Practical - Week 9 (Live 2022-23) duration 51 minutes 36 seconds Machine Learning Practical - Week 9 (Live 2022-23) Machine Learning Practical - Week 9 (Live 2022-23)	Machine Learning Practical - Week 9 (Live 2022-23) Machine Learning Practical Week 9, Part 1 of 2 on Recurrent Neural Networks. Live lecture from 2022-23. machine learning artificial intelligence recurrent neural networks rnns deep learning input output sequence timestep bit function step thing network computation problem weights account frame steps dimensionality things examples point layer From Pavlos Andreadis 0 likes 18 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English Date Created November 8th, 2022 Retain Source File Yes
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 93 plays 0 Publisher Tracy Steinberg Licence Type All rights reserved The University of Edinburgh Language British English Date Created September 8th, 2023
AI & Storytelling promo duration 2 minutes 44 seconds AI & Storytelling promo AI & Storytelling promo	AI & Storytelling promo A brief overview of the Edinburgh Futures Institute (EFI) course Artificial Intelligence and Storytelling (AIST) delivered by its course organiser Dr. Pavlos Andreadis. for a preview on course… ai storytelling artificial intelligence machine learning stories story machine backstage lot knowledge tools text semester learning word things materials taste posies raphael chapels mike From Pavlos Andreadis 0 likes 52 plays 0 Course Code EFIE11141, EFIE11142 Publisher Pavlos Andreadis Licence Type All rights reserved Language English Date Created July 5th, 2023 Retain Source File Yes
[22/23] AI & Storytelling - Invited Lecture:… duration 39 minutes 11 seconds [22/23] AI & Storytelling - Invited Lecture:… [22/23] AI & Storytelling - Invited Lecture: Computer Vision and applications for Storytelling	[22/23] AI & Storytelling - Invited Lecture: Computer Vision and applications for Storytelling Dr. Hakan Bilen [https://www.inf.ed.ac.uk/people/staff/Hakan_Bilen.html], of the School of Informatics, gives an invited talk on Recent Advances in Creative Computer Vision. a.i. computer vision artificial intelligence storytelling machine learning image sketch method methods sketches model input strokes images representations thing horse models dataset background objects abstraction lots clip loss From Pavlos Andreadis 2 likes 30 plays 0 Course Code EFIE11141/2 Licence Type All rights reserved Language English Date Created March 13th, 2023 Retain Source File Yes
[22/23] AI & Storytelling - Opening Lecture duration 31 minutes 12 seconds [22/23] AI & Storytelling - Opening Lecture [22/23] AI & Storytelling - Opening Lecture	[22/23] AI & Storytelling - Opening Lecture The 2022/23 Opening Lecture recording for the Edinburgh Futures Institute (EFI) course Artificial Intelligence & Storytelling (AIST). a.i. artificial intelligence machine learning storytelling creative writing story ai bit stories image things coursework machine tools week text models idea intelligence texts interaction element computer inspiration randomness From Pavlos Andreadis 1 likes 50 plays 0 Course Code EFIE11141/2 Publisher Pavlos Andreadis Licence Type All rights reserved Language English Date Created February 17th, 2023 Retain Source File Yes
AML: Further Topics - Active Learning duration 13 minutes 7 seconds AML: Further Topics - Active Learning AML: Further Topics - Active Learning	AML: Further Topics - Active Learning Applied Machine Learning - INFR11211 AML: Further Topics - Active Learning Part 2/2 aml machine learning active learning From Oisin Mac Aodha 1 likes 202 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Further Topics - Semi-Supervised Learning duration 17 minutes 49 seconds AML: Further Topics - Semi-Supervised Learning AML: Further Topics - Semi-Supervised Learning	AML: Further Topics - Semi-Supervised Learning Applied Machine Learning - INFR11211 AML: Further Topics - Semi-Supervised Learning Part 1/2 aml machine learning semi-supervised From Oisin Mac Aodha 0 likes 236 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
MLP Lecture 08 - Clip 05 - Short CNN timeline duration 12 minutes 20 seconds MLP Lecture 08 - Clip 05 - Short CNN timeline MLP Lecture 08 - Clip 05 - Short CNN timeline	MLP Lecture 08 - Clip 05 - Short CNN timeline Machine Learning Practical (MLP) Lecture 08, Clip 05 / 05. machine learning deep learning convolutional neural networks timeline network layers computation layer networks parameters performance improvement training backpropagation computations net features starting times bias function field output connexions From Pavlos Andreadis 1 likes 172 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English Date Created November 8th, 2022 Retain Source File Yes
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 34 plays 0 Publisher UoE Licence Type Creative Commons - Attribution Non Commercial Date Created October 10th, 2022
AML: Recommender Systems - Matrix Factorisation… duration 15 minutes 44 seconds AML: Recommender Systems - Matrix Factorisation… AML: Recommender Systems - Matrix Factorisation Example	AML: Recommender Systems - Matrix Factorisation Example Applied Machine Learning - INFR11211 AML: Recommender Systems - Matrix Factorisation Example Part 3/3 aml machine learning recommender systems From Oisin Mac Aodha 2 likes 314 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Recommender Systems - Matrix Factorisation duration 14 minutes 43 seconds AML: Recommender Systems - Matrix Factorisation AML: Recommender Systems - Matrix Factorisation	AML: Recommender Systems - Matrix Factorisation Applied Machine Learning - INFR11211 Recommender Systems - Matrix Factorisation Part 2/3 aml machine learning recommender systems From Oisin Mac Aodha 0 likes 358 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Recommender Systems - Introduction duration 16 minutes 12 seconds AML: Recommender Systems - Introduction AML: Recommender Systems - Introduction	AML: Recommender Systems - Introduction Applied Machine Learning - INFR11211 Recommender Systems - Introduction Part 1/3 aml machine learning recommender systems From Oisin Mac Aodha 0 likes 331 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Non-Linear Dimensionality Reduction -… duration 33 minutes 43 seconds AML: Non-Linear Dimensionality Reduction -… AML: Non-Linear Dimensionality Reduction - Visualisation	AML: Non-Linear Dimensionality Reduction - Visualisation Applied Machine Learning - INFR11211 AML: Non-Linear Dimensionality Reduction - Visualisation Part 2/2 aml machine learning dimensionality reduction visualisation space distance points embedding graph manifold measure point distances distribution neighbours linear dataset things weights methods reduction dimensionality iso sne From Siddharth N 1 likes 368 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Non-Linear Dimensionality Reduction -… duration 11 minutes 3 seconds AML: Non-Linear Dimensionality Reduction -… AML: Non-Linear Dimensionality Reduction - Extending Linear Methods	AML: Non-Linear Dimensionality Reduction - Extending Linear Methods Applied Machine Learning - INFR11211 AML: Non-Linear Dimensionality Reduction - Extending Linear Methods Part 1/2 aml machine learning nonlinear dimensionality reduction function kernel vector pca linear space points basis matrix values phi feature dimensions dimensionality eigenvector kind conditions condition covariance dataset From Siddharth N 0 likes 371 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh