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Before Machine Learning . Volume 1 Linear Algebra [[electronic resource] ] : a story on fundamental mathematics for A.I. / / Jorge Brasil
| Before Machine Learning . Volume 1 Linear Algebra [[electronic resource] ] : a story on fundamental mathematics for A.I. / / Jorge Brasil |
| Autore | Brasil Jorge |
| Pubbl/distr/stampa | Birmingham, : Packt Publishing, Limited, 2024 |
| Descrizione fisica | 1 online resource (151 p.) |
| Disciplina | 006.3/1 |
| Soggetto topico |
Machine learning
Artificial intelligence Algebras, Linear |
| ISBN |
1-83620-895-2
1-83620-894-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Contents -- We Start Here -- Why Linear Algebra? -- What Is a Vector? -- Is That a Newborn? Vector Addition -- Wait, Is That Vector on Steroids? Scalar Multiplication -- Where Are You Looking, Vector? The Dot Product -- A Simpler Version of the Universe -- The Vector Space -- But What About a Matrix? -- When a Table Isn't Furniture -- Yoga for Vectors -- Linear Transformations -- Could It Be Love? Matrix and Vector Multiplication -- When It's Not Rude to Ask About Size -- The Determinant -- Let's Go The Other Way Around -- Inverse of a Matrix
Gatherings in Space -- Systems of Linear Equations -- Line Up Vectors! The Eigen Stuff -- I've Got the Power, to Power -- Matrix Diagonalization -- Break Them Down -- Matrix Decomposition -- Me, Myself and I -- The Single Value Decomposition (SVD) -- The Final Stretch -- Principal Component Analysis -- We Did It! -- Blank Page |
| Record Nr. | UNINA-9911011856703321 |
Brasil Jorge
|
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| Birmingham, : Packt Publishing, Limited, 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Before Machine Learning Volume 2 - Calculus for A. I : The Fundamental Mathematics for Data Science and Artificial Intelligence
| Before Machine Learning Volume 2 - Calculus for A. I : The Fundamental Mathematics for Data Science and Artificial Intelligence |
| Autore | Brasil Jorge |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Birmingham : , : Packt Publishing, Limited, , 2023 |
| Descrizione fisica | 1 online resource (314 pages) |
| Soggetto topico |
COMPUTERS / Intelligence (AI) & Semantics
MATHEMATICS / Calculus MATHEMATICS / Differential Equations / General |
| ISBN |
9781836200680
1836200684 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Before Machine Learning Volume 2 - Calculus for A.I: The Fundamental Mathematics for Data Science and Artificial Intelligence |
| Record Nr. | UNINA-9911011858203321 |
|
Brasil Jorge
|
||
| Birmingham : , : Packt Publishing, Limited, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||