Algorithms:
"This book is an introduction to algorithms targeting an audience with little to no computer science background. In this book, algorithms from a wide area are presented: from music to searching and sorting, to deep learning, to graphs. The author shows how algorithms are used in practice. A uni...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
[Cambridge, Massachusetts]
The MIT Press
2020
|
| Schriftenreihe: | [The MIT Press essential knowledge series]
|
| Schlagworte: | |
| Online-Zugang: | FHI01 FUBA1 UBR01 Volltext Volltext |
| Zusammenfassung: | "This book is an introduction to algorithms targeting an audience with little to no computer science background. In this book, algorithms from a wide area are presented: from music to searching and sorting, to deep learning, to graphs. The author shows how algorithms are used in practice. A unique feature of the book is that it focuses on showing how algorithms really work; not just what algorithms can do. There are many books discussing that and delving in technological applications and their implications. The book aims to show not just what algorithms can do, but how they do it. Louridas covers a wide range of algorithms. He does not shy away from classic algorithms such as searching and sorting, as they are the workhorses of most applications; at the same time, he also covers a wide expanse, such as algorithms in music, non-traditional searching (like the secretary problem), graphs, and the PageRank algorithm. He introduces deep learning, showing how it works in practice, and gives an overview of the limits of computability. He finishes up the text with an eclectic discussion of implications. Most books on algorithms are either too technical, or not technical at all - showing what the algorithms do, without showing how. This book aims at striking a balance between the two methods. Algorithms should be, and can be explained, in simple terms. To repeat, an algorithm should be explained so that a human can execute it with a pen and paper"-- |
| Beschreibung: | Bevorzugte Informationsquelle: Landingpage (The MIT Press Direct), da weder Titelblatt noch Impressum vorhanden |
| Beschreibung: | 1 Online-Ressource (xxi, 280 Seiten) |
| ISBN: | 9780262358668 |
| DOI: | 10.7551/mitpress/11884.001.0001 |
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| 520 | |a "This book is an introduction to algorithms targeting an audience with little to no computer science background. In this book, algorithms from a wide area are presented: from music to searching and sorting, to deep learning, to graphs. The author shows how algorithms are used in practice. A unique feature of the book is that it focuses on showing how algorithms really work; not just what algorithms can do. There are many books discussing that and delving in technological applications and their implications. The book aims to show not just what algorithms can do, but how they do it. Louridas covers a wide range of algorithms. He does not shy away from classic algorithms such as searching and sorting, as they are the workhorses of most applications; at the same time, he also covers a wide expanse, such as algorithms in music, non-traditional searching (like the secretary problem), graphs, and the PageRank algorithm. He introduces deep learning, showing how it works in practice, and gives an overview of the limits of computability. He finishes up the text with an eclectic discussion of implications. Most books on algorithms are either too technical, or not technical at all - showing what the algorithms do, without showing how. This book aims at striking a balance between the two methods. Algorithms should be, and can be explained, in simple terms. To repeat, an algorithm should be explained so that a human can execute it with a pen and paper"-- | ||
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Datensatz im Suchindex
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| author | Louridas, Panos |
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| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
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| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| discipline_str_mv | Informatik |
| doi_str_mv | 10.7551/mitpress/11884.001.0001 |
| format | Electronic eBook |
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| id | DE-604.BV046867373 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T15:14:39Z |
| indexdate | 2024-07-10T08:56:01Z |
| institution | BVB |
| isbn | 9780262358668 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032275922 |
| oclc_num | 1193304745 |
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| physical | 1 Online-Ressource (xxi, 280 Seiten) |
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| publisher | The MIT Press |
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| series2 | [The MIT Press essential knowledge series] |
| spelling | Louridas, Panos Verfasser (DE-588)1219225339 aut Algorithms by Panos Louridas [Cambridge, Massachusetts] The MIT Press 2020 1 Online-Ressource (xxi, 280 Seiten) txt rdacontent c rdamedia cr rdacarrier [The MIT Press essential knowledge series] Bevorzugte Informationsquelle: Landingpage (The MIT Press Direct), da weder Titelblatt noch Impressum vorhanden "This book is an introduction to algorithms targeting an audience with little to no computer science background. In this book, algorithms from a wide area are presented: from music to searching and sorting, to deep learning, to graphs. The author shows how algorithms are used in practice. A unique feature of the book is that it focuses on showing how algorithms really work; not just what algorithms can do. There are many books discussing that and delving in technological applications and their implications. The book aims to show not just what algorithms can do, but how they do it. Louridas covers a wide range of algorithms. He does not shy away from classic algorithms such as searching and sorting, as they are the workhorses of most applications; at the same time, he also covers a wide expanse, such as algorithms in music, non-traditional searching (like the secretary problem), graphs, and the PageRank algorithm. He introduces deep learning, showing how it works in practice, and gives an overview of the limits of computability. He finishes up the text with an eclectic discussion of implications. Most books on algorithms are either too technical, or not technical at all - showing what the algorithms do, without showing how. This book aims at striking a balance between the two methods. Algorithms should be, and can be explained, in simple terms. To repeat, an algorithm should be explained so that a human can execute it with a pen and paper"-- Algorithms Popular works Computer algorithms Popular works Erscheint auch als Druck-Ausgabe, Paperback Louridas, Panos Algorithms Cambridge, Massachusetts : The MIT Press, [2019] 978-0-262-53902-9 (DE-604)BV046657915 https://ieeexplore.ieee.org/servlet/opac?bknumber=9186256 Verlag URL des Erstveröffentlichers Volltext https://doi.org/10.7551/mitpress/11884.001.0001 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Louridas, Panos Algorithms Algorithms Popular works Computer algorithms Popular works |
| title | Algorithms |
| title_auth | Algorithms |
| title_exact_search | Algorithms |
| title_exact_search_txtP | Algorithms |
| title_full | Algorithms by Panos Louridas |
| title_fullStr | Algorithms by Panos Louridas |
| title_full_unstemmed | Algorithms by Panos Louridas |
| title_short | Algorithms |
| title_sort | algorithms |
| topic | Algorithms Popular works Computer algorithms Popular works |
| topic_facet | Algorithms Popular works Computer algorithms Popular works |
| url | https://ieeexplore.ieee.org/servlet/opac?bknumber=9186256 https://doi.org/10.7551/mitpress/11884.001.0001 |
| work_keys_str_mv | AT louridaspanos algorithms |