More Books:

Mathematics for Machine Learning
Language: en
Pages: 398
Authors: Marc Peter Deisenroth
Categories: Computers
Type: BOOK - Published: 2020-03-31 - Publisher: Cambridge University Press

Distills key concepts from linear algebra, geometry, matrices, calculus, optimization, probability and statistics that are used in machine learning.
Data Science and Machine Learning
Language: en
Pages: 510
Authors: Dirk P. Kroese
Categories: Business & Economics
Type: BOOK - Published: 2019-11-20 - Publisher: CRC Press

"This textbook is a well-rounded, rigorous, and informative work presenting the mathematics behind modern machine learning techniques. It hits all the right not
Hands-On Mathematics for Deep Learning
Language: en
Pages: 364
Authors: Jay Dawani
Categories: Computers
Type: BOOK - Published: 2020-06-12 - Publisher: Packt Publishing Ltd

A comprehensive guide to getting well-versed with the mathematical techniques for building modern deep learning architectures Key Features Understand linear alg
Mathematics and R Programming for Machine Learning
Language: en
Pages: 408
Authors: William B. Claster
Categories: Computers
Type: BOOK - Published: 2020-10-27 - Publisher: CRC Press

Based on the author’s experience in teaching data science for more than 10 years, Mathematics and Programming for Machine Learning with R: From the Ground Up
Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes)
Language: en
Pages: 5056
Authors: Cheng-few Lee
Categories: Business & Economics
Type: BOOK - Published: 2020-07-30 - Publisher: World Scientific

This four-volume handbook covers important concepts and tools used in the fields of financial econometrics, mathematics, statistics, and machine learning. Econo
Kernel Methods for Machine Learning with Math and R
Language: en
Pages:
Authors: Joe Suzuki
Categories:
Type: BOOK - Published: - Publisher: Springer Nature

Introduction to Mathematics for Understanding Deep Learning
Language: en
Pages: 93
Authors: Kazuyuki FUJII
Categories: Mathematics
Type: BOOK - Published: 2018-08-30 - Publisher: Scientific Research Publishing, Inc. USA

Deep Learning is the heart of Artificial Intelligence and will become a most important field in Data Science in the near future. Deep Learning has attracted muc
Machine Learning Mathematics
Language: en
Pages: 108
Authors: Samuel Hack
Categories:
Type: BOOK - Published: 2021-01-08 - Publisher:

Machine Learning
Language: en
Pages: 242
Authors: Paul Wilmott
Categories:
Type: BOOK - Published: 2019-05-20 - Publisher:

Machine Learning: An Applied Mathematics Introduction covers the essential mathematics behind all of the following topics - K Nearest Neighbours; K Means Cluste
Basics of Linear Algebra for Machine Learning
Language: en
Pages: 211
Authors: Jason Brownlee
Categories: Computers
Type: BOOK - Published: 2018-01-24 - Publisher: Machine Learning Mastery

Linear algebra is a pillar of machine learning. You cannot develop a deep understanding and application of machine learning without it. In this laser-focused Eb