Hurtig levering
Fremragende Trustpilot
Op til 20% Rabat på nye medlemsordrer
Kurv
Statistical Learning with Math and R
Af: Joe Suzuki Engelsk Paperback
SPAR
kr 101
Statistical Learning with Math and R
Af: Joe Suzuki Engelsk Paperback

The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textbook approaches the essence of machine learning and data science by considering math problems and building R programs.

As the preliminary part, Chapter 1 provides a concise introduction to linear algebra, which will help novices read further to the following main chapters. Those succeeding chapters present essential topics in statistical learning: linear regression, classification, resampling, information criteria, regularization, nonlinear regression, decision trees, support vector machines, and unsupervised learning.

Each chapter mathematically formulates and solves machine learning problems and builds the programs. The body of a chapter is accompanied by proofs and programs in an appendix, with exercises at the end of the chapter. Because the book is carefully organized to provide the solutions to the exercises in each chapter, readers can solve the total of 100 exercises by simply following the contents of each chapter.

This textbook is suitable for an undergraduate or graduate course consisting of about 12 lectures. Written in an easy-to-follow and self-contained style, this book will also be perfect material for independent learning.

 

Kampagne pris Velkomst pris 309 kr
Medlemspris 319 kr
Kampagnepris og medlemspris er kun for medlemmer. Du bliver automatisk medlem når du køber til medlems- og kampagnepris. Få 7 dages gratis medlemskab (herefter automatisk 89 kr/30 dage). Læs mere om fordelene
Gratis fragt
5 - 7 hverdage
10 kr
Lavt pakkegebyr
Normalpris 410 kr
Fragt: 59 kr
7 - 10 hverdage
20 kr
Pakkegebyr
Spar 101 kr
Velkommen 15%
God 15.773 anmeldelser på

The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textbook approaches the essence of machine learning and data science by considering math problems and building R programs.

As the preliminary part, Chapter 1 provides a concise introduction to linear algebra, which will help novices read further to the following main chapters. Those succeeding chapters present essential topics in statistical learning: linear regression, classification, resampling, information criteria, regularization, nonlinear regression, decision trees, support vector machines, and unsupervised learning.

Each chapter mathematically formulates and solves machine learning problems and builds the programs. The body of a chapter is accompanied by proofs and programs in an appendix, with exercises at the end of the chapter. Because the book is carefully organized to provide the solutions to the exercises in each chapter, readers can solve the total of 100 exercises by simply following the contents of each chapter.

This textbook is suitable for an undergraduate or graduate course consisting of about 12 lectures. Written in an easy-to-follow and self-contained style, this book will also be perfect material for independent learning.

 

Produktdetaljer
Sprog: Engelsk
Sider: 217
ISBN-13: 9789811575679
Indbinding: Paperback
Udgave:
ISBN-10: 9811575673
Kategori: Machine learning
Udg. Dato: 20 okt 2020
Længde: 20mm
Bredde: 155mm
Højde: 233mm
Oplagsdato: 20 okt 2020
Forfatter(e): Joe Suzuki
Forfatter(e) Joe Suzuki


Kategori Machine learning


Sprog Engelsk


Indbinding Paperback


Sider 217


Udgave


Længde 20mm


Bredde 155mm


Højde 233mm

MEDLEMSFORDELE
GRATIS FRAGT
SPAR OP TIL 90%
Andre har også købt
BOG (INDBUNDET)
Kampagne pris kr 262

kr 349
Normalpris
kr 271
Medlemspris
SPAR
kr 87
BOG (INDBUNDET)
Kampagne pris kr 199

kr 320
Normalpris
kr 211
Medlemspris
SPAR
kr 121
BOG (INDBUNDET)
Kampagne pris kr 148

kr 199
Normalpris
kr 153
Medlemspris
SPAR
kr 51
BOG (INDBUNDET)
Kampagne pris kr 380

kr 499
Normalpris
kr 392
Medlemspris
SPAR
kr 119
BOG (INDBUNDET)
Kampagne pris kr 919

kr 1.499
Normalpris
kr 977
Medlemspris
SPAR
kr 580
BOG (INDBUNDET)
Kampagne pris kr 29

kr 134
Normalpris
kr 40
Medlemspris
SPAR
kr 105
BOG (INDBUNDET)
Kampagne pris kr 182

kr 250
Normalpris
kr 189
Medlemspris
SPAR
kr 68
BOG (INDBUNDET)
Kampagne pris kr 203

kr 300
Normalpris
kr 213
Medlemspris
SPAR
kr 97
BOG (HÆFTET)
Kampagne pris kr 188

kr 269
Normalpris
kr 196
Medlemspris
SPAR
kr 81
BOG (HÆFTET)
Kampagne pris kr 27

kr 227
Normalpris
kr 47
Medlemspris
SPAR
kr 200
BOG (INDBUNDET)
Kampagne pris kr 211

kr 299
Normalpris
kr 220
Medlemspris
SPAR
kr 88
BOG (INDBUNDET)
Kampagne pris kr 199

kr 300
Normalpris
kr 209
Medlemspris
SPAR
kr 101
BOG (INDBUNDET)
Kampagne pris kr 119

kr 120
Normalpris
kr 119
Medlemspris
SPAR
kr 1
BOG (PAPERBACK)
Kampagne pris kr 165

kr 197
Normalpris
kr 168
Medlemspris
SPAR
kr 32
BOG (INDBUNDET)
Kampagne pris kr 191

kr 300
Normalpris
kr 202
Medlemspris
SPAR
kr 109
BOG (HARDBACK)
Kampagne pris kr 223

kr 299
Normalpris
kr 231
Medlemspris
SPAR
kr 76
BOG (HÆFTET)
Kampagne pris kr 164

kr 199
Normalpris
kr 168
Medlemspris
SPAR
kr 35
BOG (HÆFTET)
Kampagne pris kr 211

kr 299
Normalpris
kr 220
Medlemspris
SPAR
kr 88
BOG (HÆFTET)
Kampagne pris kr 207

kr 269
Normalpris
kr 213
Medlemspris
SPAR
kr 62
BOG (INDBUNDET)
Kampagne pris kr 216

kr 279
Normalpris
kr 222
Medlemspris
SPAR
kr 63
Vi anbefaler også
BOG (PAPERBACK)
Kampagne pris kr 286

kr 375
Normalpris
kr 295
Medlemspris
SPAR
kr 89
BOG (PAPERBACK)
Kampagne pris kr 404

kr 506
Normalpris
kr 414
Medlemspris
SPAR
kr 102
BOG (HARDBACK)
Kampagne pris kr 361

kr 536
Normalpris
kr 379
Medlemspris
SPAR
kr 175
BOG (HARDBACK)
Kampagne pris kr 443

kr 563
Normalpris
kr 455
Medlemspris
SPAR
kr 120
BOG (HARDBACK)
Kampagne pris kr 487

kr 674
Normalpris
kr 506
Medlemspris
SPAR
kr 187
BOG (PAPERBACK)
Kampagne pris kr 358

kr 529
Normalpris
kr 375
Medlemspris
SPAR
kr 171
BOG (HARDBACK)
Kampagne pris kr 564

kr 787
Normalpris
kr 586
Medlemspris
SPAR
kr 223
BOG (HARDBACK)
Kampagne pris kr 453

kr 623
Normalpris
kr 470
Medlemspris
SPAR
kr 170
BOG (PAPERBACK)
Kampagne pris kr 443

kr 563
Normalpris
kr 455
Medlemspris
SPAR
kr 120
BOG (HARDBACK)
Kampagne pris kr 552

kr 717
Normalpris
kr 569
Medlemspris
SPAR
kr 165
BOG (HARDBACK)
Kampagne pris kr 633

kr 920
Normalpris
kr 662
Medlemspris
SPAR
kr 287
BOG (HARDBACK)
Kampagne pris kr 794

kr 1.142
Normalpris
kr 829
Medlemspris
SPAR
kr 348
BOG (HARDBACK)
Kampagne pris kr 838

kr 1.126
Normalpris
kr 867
Medlemspris
SPAR
kr 288
BOG (PAPERBACK)
Kampagne pris kr 916

kr 1.239
Normalpris
kr 948
Medlemspris
SPAR
kr 323
BOG (HARDBACK)
Kampagne pris kr 899

kr 1.215
Normalpris
kr 931
Medlemspris
SPAR
kr 316
BOG (HARDBACK)
Kampagne pris kr 892

kr 1.273
Normalpris
kr 930
Medlemspris
SPAR
kr 381
BOG (PAPERBACK)
Kampagne pris kr 483

kr 619
Normalpris
kr 497
Medlemspris
SPAR
kr 136
BOG (PAPERBACK)
Kampagne pris kr 552

kr 573
Normalpris
kr 554
Medlemspris
SPAR
kr 21