Singular Value Decomposition (SVD) Explained скачать в хорошем качестве

Singular Value Decomposition (SVD) Explained

In this video, we explore how we can factorize any rectangular matrix using the singular value decomposition and why this transformation can be useful when solving machine learning problems. References ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Eigendecomposition Explained:    • Eigendecomposition Explained   Related Videos ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Multivariate Normal (Gaussian) Distribution Explained:    • Multivariate Normal (Gaussian) Distributio...   The Bessel's Correction:    • Why We Divide by N-1 in the Sample Varianc...   Gradient Boosting with Regression Trees Explained:    • Gradient Boosting with Regression Trees Ex...   P-Values Explained:    • P-Values Explained   Kabsch-Umeyama Algorithm:    • Kabsch-Umeyama Algorithm - How to Align Po...   Eigendecomposition Explained:    • Eigendecomposition Explained   Contents ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 00:00 - Intro 00:33 - SVD Ecquiation 01:33 - SVD Visualization 03:38 - SVD Application 1 - Image Compression 04:26 - SVD Application 2 - Recommandation Systems 05:28 - Outro Follow Me ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 🐦 Twitter: @datamlistic   / datamlistic   📸 Instagram: @datamlistic   / datamlistic   📱 TikTok: @datamlistic   / datamlistic   Channel Support ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ The best way to support the channel is to share the content. ;) If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary) ► Patreon:   / datamlistic   ► Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq ► Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281 ► Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5 ► Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a #svd #singularvaluedecomposition #eigenvectors #eigenvalues #linearalgebra