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Introduction to applied linear algebra with emphasis on applications.
Topics include: Vectors, norm, and angle; linear independence and orthonormal sets; applications to document analysis. Clustering and the k-means algorithm. Matrices, left and right inverses, QR factorization. Least-squares and model fitting, regularization and cross-validation. Constrained and nonlinear least-squares.
To follow along with the course schedule and syllabus, visit: https://web.stanford.edu/class/engr108/
To view all online courses and programs offered by Stanford, visit: http://online.stanford.edu"},"maxLines":2}],"lockupContentMetadataRowExtension":{"contentType":"METADATA_ROW_CONTENT_TYPE_DESCRIPTION"}}],"delimiter":" "}}}},"contentId":"PLoROMvodv4rMz-WbFQtNUsUElIh2cPmN9","contentType":"LOCKUP_CONTENT_TYPE_COURSE","itemPlayback":{"inlinePlayerData":{"onSelect":{"innertubeCommand":{"clickTrackingParams":"CEYQ0sQMGAMiEwjL4sTD88KXAxUuAoMDHRb7Eh0yBnNlYXJjaMoBBG0kcC8=","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=oR6G1MUMveE\u0026list=PLoROMvodv4rMz-WbFQtNUsUElIh2cPmN9","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"oR6G1MUMveE","playlistId":"PLoROMvodv4rMz-WbFQtNUsUElIh2cPmN9","params":"OAI%3D","loggingContext":{"vssLoggingContext":{"serializedContextData":"GiJQTG9ST012b2R2NHJNei1XYkZRdE5Vc1VFbEloMmNQbU45"}},"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr6---sn-nu5gi0c-npoel.googlevideo.com/initplayback?source=youtube\u0026oeis=1\u0026c=WEB\u0026oad=3200\u0026ovd=3200\u0026oaad=11000\u0026oavd=11000\u0026ocs=700\u0026oewis=1\u0026oputc=1\u0026msp=1\u0026odepv=1\u0026id=a11e86d4c50cbde1\u0026ip=58.182.143.72\u0026initcwndbps=3468000\u0026mt=1792303035\u0026oweuc="}}}}}},"onVisible":{"innertubeCommand":{"clickTrackingParams":"CEYQ0sQMGAMiEwjL4sTD88KXAxUuAoMDHRb7Eh0yBnNlYXJjaMoBBG0kcC8=","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=oR6G1MUMveE\u0026list=PLoROMvodv4rMz-WbFQtNUsUElIh2cPmN9\u0026pp=YAHIAQHwBAD4BACiBhUBqHapM8YlaTLHUABw8MfAuurTiFs%3D","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"oR6G1MUMveE","playlistId":"PLoROMvodv4rMz-WbFQtNUsUElIh2cPmN9","playerParams":"YAHIAQHwBAD4BACiBhUBqHapM8YlaTLHUABw8MfAuurTiFs%3D","loggingContext":{"vssLoggingContext":{"serializedContextData":"GiJQTG9ST012b2R2NHJNei1XYkZRdE5Vc1VFbEloMmNQbU45"}},"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr6---sn-nu5gi0c-npoel.googlevideo.com/initplayback?source=youtube\u0026oeis=1\u0026c=WEB\u0026oad=3200\u0026ovd=3200\u0026oaad=11000\u0026oavd=11000\u0026ocs=700\u0026oewis=1\u0026oputc=1\u0026msp=1\u0026odepv=1\u0026id=a11e86d4c50cbde1\u0026ip=58.182.143.72\u0026initcwndbps=3468000\u0026mt=1792303035\u0026oweuc="}}}}}}}},"rendererContext":{"loggingContext":{"loggingDirectives":{"trackingParams":"CEYQ0sQMGAMiEwjL4sTD88KXAxUuAoMDHRb7Eh0=","visibility":{"types":"12"}}},"commandContext":{"onTap":{"innertubeCommand":{"clickTrackingParams":"CEYQ0sQMGAMiEwjL4sTD88KXAxUuAoMDHRb7Eh0yBnNlYXJjaMoBBG0kcC8=","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=oR6G1MUMveE\u0026list=PLoROMvodv4rMz-WbFQtNUsUElIh2cPmN9","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"oR6G1MUMveE","playlistId":"PLoROMvodv4rMz-WbFQtNUsUElIh2cPmN9","params":"OAI%3D","loggingContext":{"vssLoggingContext":{"serializedContextData":"GiJQTG9ST012b2R2NHJNei1XYkZRdE5Vc1VFbEloMmNQbU45"}},"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr6---sn-nu5gi0c-npoel.googlevideo.com/initplayback?source=youtube\u0026oeis=1\u0026c=WEB\u0026oad=3200\u0026ovd=3200\u0026oaad=11000\u0026oavd=11000\u0026ocs=700\u0026oewis=1\u0026oputc=1\u0026msp=1\u0026odepv=1\u0026id=a11e86d4c50cbde1\u0026ip=58.182.143.72\u0026initcwndbps=3468000\u0026mt=1792303035\u0026oweuc="}}}}}}}}}},{"lockupViewModel":{"contentImage":{"collectionThumbnailViewModel":{"primaryThumbnail":{"thumbnailViewModel":{"image":{"sources":[{"url":"https://www.youtube.com/watch?v=dGVCCKA8EWU" frameborder="0" allowfullscreen title="5d ago (c) by youtube.com" style="float:{#vleft left|#vleft left|#vleft left|#vleft left|#vright right};padding:{#vright 10px 0px 10px 10px|#vleft 10px 10px 10px 0px};border:0px;">a maths tuition rates
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