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13:07 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 0 likes 21 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
16:55 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 28 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
02:53 Usher innovation community Usher innovation community	Usher innovation community The Usher innovation community supports collaboration between academics, service professionals and industry to identify, evaluate and adopt new data-driven solutions to transform the delivery of care… data data-driven innovation usher institute innovation care knowledge region credit learning network ideas companies workers opportunity academics scotland delivery interest communities place experts lock collections From Jess Conway 0 likes 25 plays 0 Licence Type All rights reserved The University of Edinburgh Language English Retain Source File Yes
12:20 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 90 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English Date Created November 8th, 2022 Retain Source File Yes
01:55:00 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 1 plays 0 Publisher UoE Licence Type Creative Commons - Attribution Non Commercial Date Created October 10th, 2022
15:44 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 1 likes 65 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
14:43 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 76 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
16:12 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 78 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
33:43 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 0 likes 86 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
11:03 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 78 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
18:28 AML: Clustering - Evaluation AML: Clustering - Evaluation	AML: Clustering - Evaluation Applied Machine Learning - INFR11211 AML: Clustering - Evaluation Part 3/3 aml machine learning clustering evaluation cluster clusters points class distance measure reference labels classification rand score question means point silhouette situation things pairs From Siddharth N 0 likes 89 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
23:54 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 0 likes 98 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
17:14 AML: Clustering - K-Means AML: Clustering - K-Means	AML: Clustering - K-Means Applied Machine Learning - INFR11211 AML: Clustering - K-Means Part 1/3 aml machine learning clustering cluster clusters points distance centroid centroids inter point colours measure dataset groups kinds values idea means distances colour algorithms From Siddharth N 0 likes 96 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
23:32 AML: Neural Networks - Training Neural Networks AML: Neural Networks - Training Neural Networks	AML: Neural Networks - Training Neural Networks Applied Machine Learning - INFR11211 Neural Networks - Training Neural Networks Part 2/3 aml neural networks machine learning From Oisin Mac Aodha 0 likes 71 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
30:23 AML: Neural Networks - Introduction to Neural… AML: Neural Networks - Introduction to Neural Networks	AML: Neural Networks - Introduction to Neural Networks Applied Machine Learning - INFR11211 Neural Networks - Introduction to Neural Networks Part 1/3 aml neural networks machine learning From Oisin Mac Aodha 0 likes 79 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
15:57 AML: Neural Networks - Alternative Network… AML: Neural Networks - Alternative Network Architectures	AML: Neural Networks - Alternative Network Architectures Applied Machine Learning - INFR11211 Neural Networks - Alternative Network Architectures Part 3/3 aml neural networks machine learning From Oisin Mac Aodha 0 likes 58 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh

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