The hundred-page machine learning book /

Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning. The first five chapters are enough to get you started and the next few chapters provide you a good feel of more advanced topics to pursue.

Detalles Bibliográficos
Autor principal: Burkov, Andriy
Formato: Libro
Lenguaje:Inglés
Publicado: Quebec City : Andriy Burkov, 2019.
Materias:
Aporte de:Registro referencial: Solicitar el recurso aquí
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020 |a 9781999579500  |q (paperback) 
020 |a 199957950X  |q (paperback) 
020 |a 9781999579517  |q (hardback) 
020 |a 1999579518  |q (hardback) 
035 |a (OCoLC)1083639942 
035 |a (OCoLC)on1083639942 
040 |a NRC  |c NRC  |d YDX  |d YDXIT  |d OCLCF  |d CLU  |d SINLB  |d MNM  |d DKU  |d TXI  |d QE2  |d UIU  |d THHCU  |d OCLCQ  |d U@S 
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050 4 |a Q325.5  |b .B87 2019 
082 0 4 |a 006.31  |2 23 
100 1 |a Burkov, Andriy. 
245 1 4 |a The hundred-page machine learning book /  |c Andriy Burkov. 
260 |a Quebec City :  |b Andriy Burkov,  |c 2019. 
300 |a xviii, 141 p. :  |b il. ;  |c 24 cm. 
500 |a Incluye índice. 
505 0 |a Notation and definitions -- Fundamental algorithms -- Anatomy of a learning algorithm -- Basic practice -- Neural networks and deep learning -- Problems and solutions -- Advanced practice -- Unsupervised learning -- Other forms of learning. 
520 |a Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning. The first five chapters are enough to get you started and the next few chapters provide you a good feel of more advanced topics to pursue. 
650 0 |a Machine learning. 
650 0 |a Materials science  |x Data processing. 
650 7 |a Aprendizaje automático.  |2 UDESA 
650 7 |a Ciencia de los materiales  |x Procesamiento de datos.  |2 UDESA