Machine Learning An Algorithmic Perspective
Afbeeldingen
Artikel vergelijken
Auteur:
Stephen Marsland
- Engels
- Hardcover
- 9781420067187
- 01 april 2009
- 390 pagina's
Samenvatting
Traditional books on machine learning can be divided into two groups - those aimed at advanced undergraduates or early postgraduates with reasonable mathematical knowledge and those that are primers on how to code algorithms. The field is ready for a text that not only demonstrates how to use the algorithms that make up machine learning methods, but also provides the background needed to understand how and why these algorithms work. Machine Learning: An Algorithmic Perspective is that text. Theory Backed up by Practical Examples The book covers neural networks, graphical models, reinforcement learning, evolutionary algorithms, dimensionality reduction methods, and the important area of optimization. It treads the fine line between adequate academic rigor and overwhelming students with equations and mathematical concepts. The author addresses the topics in a practical way while providing complete information and references where other expositions can be found. He includes examples based on widely available datasets and practical and theoretical problems to test understanding and application of the material. The book describes algorithms with code examples backed up by a website that provides working implementations in Python. The author uses data from a variety of applications to demonstrate the methods and includes practical problems for students to solve. Highlights a Range of Disciplines and Applications Drawing from computer science, statistics, mathematics, and engineering, the multidisciplinary nature of machine learning is underscored by its applicability to areas ranging from finance to biology and medicine to physics and chemistry. Written in an easily accessible style, this book bridges the gaps between disciplines, providing the ideal blend of theory and practical, applicable knowledge.
Productspecificaties
Wij vonden geen specificaties voor jouw zoekopdracht '{SEARCH}'.
Inhoud
- Taal
- en
- Bindwijze
- Hardcover
- Oorspronkelijke releasedatum
- 01 april 2009
- Aantal pagina's
- 390
- Illustraties
- Nee
Betrokkenen
- Hoofdauteur
- Stephen Marsland
Overige kenmerken
- Editie
- 1
- Extra groot lettertype
- Nee
- Studieboek
- Ja
- Verpakking breedte
- 156 mm
- Verpakking hoogte
- 23 mm
- Verpakking lengte
- 235 mm
- Verpakkingsgewicht
- 725 g
EAN
- EAN
- 9781420067187
Je vindt dit artikel in
- Categorieën
- Taal
- Engels
- Beschikbaarheid
- Leverbaar
- Boek, ebook of luisterboek?
- Boek
- Studieboek of algemeen
- Algemene boeken
Kies gewenste uitvoering
Kies je bindwijze
(3)
Prijsinformatie en bestellen
De prijs van dit product is 64 euro en 01 cent. Dit is een tweedehands product.Alleen tweedehands
Goed
1 - 2 weken
Verkoop door
Bogamo 8 - Boeken outlet
- Bestellen en betalen via bol
- Prijs inclusief verzendkosten, verstuurd door Bogamo 8 - Boeken outlet
- 30 dagen bedenktijd en gratis retourneren
Shop dit artikel
Rapporteer dit artikel
Je wilt melding doen van illegale inhoud over dit artikel:
- Ik wil melding doen als klant
- Ik wil melding doen als autoriteit of trusted flagger
- Ik wil melding doen als partner
- Ik wil melding doen als merkhouder
Geen klant, autoriteit, trusted flagger, merkhouder of partner? Gebruik dan onderstaande link om melding te doen.