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08:32 ML2: Dimensionality Reduction ML2: Dimensionality Reduction	ML2: Dimensionality Reduction In this second video, we motivate why it is useful to reduce the dimensionality of your data, and describe how this can be done linearly, using a transformation matrix. We describe a setup whereby we… matrix reconstruction squiggle points dimensionality transpose transformation point column dataset reconstructions distance era columns dimensions inverse rows dimension x. distances From Elliot Crowley on November 5th, 2020 0 likes 7 plays 0
02:05 CL - Lecture 3h - Operator Precedence CL - Lecture 3h - Operator Precedence	CL - Lecture 3h - Operator Precedence In this video, we introduce operator precedence. An expression such as a ⋀ b ⋁ c, without parentheses, could represent either (a ⋀ b) ⋁ c or a ⋀ (b ⋁ c). To specify which we mean, we either need to… inf1a introduction to computation informatics 1 computation and logic operator precedence brackets operations computation end infix era tomorrow haskell form thing expression diagram values tree symbols string idea ideas lot words From Haoran Peng on October 4th, 2020 0 likes 383 plays 0 Course Code INFR08025 Licence Type All rights reserved The University of Edinburgh Language English
01:47 Applying a licence on Media Hopper Create Applying a licence on Media Hopper Create	Applying a licence on Media Hopper Create Short screen capture of applying a copyright or licence statement when uploading content to Media Hopper Create. oer copyright copyright literacy how to media hopper create media attribution license licence era sharealike derivatives options option rest agreements broadcast youtube commons edinburgh licenses publisher card cost tags From Stephanie Farley on February 3rd, 2020 0 likes 50 plays 0 Publisher Open Education Resource Service Licence Type Creative Commons - Attribution Language English Date Created March 16th, 2020
06:05 Licensing Options on Media Hopper Create… Licensing Options on Media Hopper Create Explained	Licensing Options on Media Hopper Create Explained Short overview of the copyright and licence statements that can be applied to content uploaded onto Media Hopper Create. oer copyright copyright literacy licensing how to media hopper create media attribution license profit author licenses cc commons era edinburgh reuse purpose youtube effort creator credit licence videos statement hopper From Stephanie Farley on February 3rd, 2020 2 likes 87 plays 0 Publisher Open Education Resource Service Licence Type Creative Commons - Attribution Language English Date Created March 16th, 2020
02:50 “Bold Driver” Gradient Descent “Bold Driver” Gradient Descent	“Bold Driver” Gradient Descent “Bold Driver” Gradient Descent iaml optimisation step size error place rate learning situation words e1 things practice reason thing lending direction loop era gradient model sorts From Nigel Goddard on September 18th, 2016 1 likes 2,203 plays 0 Licence Type Creative Commons - Attribution
07:48 Regularisation: Concept and Effect Regularisation: Concept and Effect	Regularisation: Concept and Effect Regularisation: Concept and Effect iaml regularisation model lambda solution training error parameter regularization thing polynomial kind points term whites times parameters complexity idea testing era log From Nigel Goddard on September 16th, 2016 0 likes 1,886 plays 0 Licence Type Creative Commons - Attribution
01:27:54 China Blue China Blue	China Blue Purchased By Edinburgh University from Ezy Media China Blue is a 2005 documentary film directed by Micha Peled. It follows the life of Jasmine Li, a young seventeen-year-old worker from Sichuan… ea c28 era llc literature languages and culture educational recording agency film movies documentary explotation sweat shop textile workers From John Glendinning on July 18th, 2016 0 likes 27 plays 0 Licence Type Creative Commons - Attribution Non Commercial No Derivatives Language Chinese,English Date Created July 18th, 2016
12:47 Skin biology: the basic cellular anatomy Skin biology: the basic cellular anatomy	Skin biology: the basic cellular anatomy A brief introduction to the anatomy of the epidermis and dermis, outlining the key cell types and what they do. Serves as a base on which to build a more detailed knowledge from the later videos.… cells differentiate ultraviolet radiation developmental biology proteins tissues hair basement membrane histology skin dermatology sweat gland modified keratin caption complete cells move cellular processes cell biology exocrine system biochemistry human cells mononuclear phagocytes subsequent video epidermal structures medicine medical terminology era theme edinburgh medical school soft tissue glands dark area carotene ascites biomolecules open educational resource head follicle structure hair follicle keratin ascites immunology extracellular material epidermis skin anatomy cells dermal propeller sebaceous gland cell type youth vast bulk animal anatomy vascular supply dendritic cells daughter cell effects From Jonathan Rees on April 4th, 2016 0 likes 520 plays 0 Publisher Jonathan Rees Licence Type Creative Commons - Attribution Non Commercial Share A Like Language English Date Created April 4th, 2016

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