BIBLIO is the largest independent book marketplace in the world, with over 100 million books.

Skip to content

Machine Learning Algorithms - Second Edition: Popular algorithms for data
Stock photo: cover may vary

Machine Learning Algorithms - Second Edition: Popular algorithms for data science and machine learning, 2nd Edition Paperback - 2018

by Giuseppe Bonaccorso

Add to wish list

Reader reviews for Machine Learning Algorithms - Second Edition: Popular algorithms for data science and machine learning, 2nd Edition

From the publisher

An easy-to-follow, step-by-step guide for getting to grips with the real-world application of machine learning algorithms

Key Features

  • Explore statistics and complex mathematics for data-intensive applications
  • Discover new developments in EM algorithm, PCA, and bayesian regression
  • Study patterns and make predictions across various datasets

Book Description

Machine learning has gained tremendous popularity for its powerful and fast predictions with large datasets. However, the true forces behind its powerful output are the complex algorithms involving substantial statistical analysis that churn large datasets and generate substantial insight.

This second edition of Machine Learning Algorithms walks you through prominent development outcomes that have taken place relating to machine learning algorithms, which constitute major contributions to the machine learning process and help you to strengthen and master statistical interpretation across the areas of supervised, semi-supervised, and reinforcement learning. Once the core concepts of an algorithm have been covered, you'll explore real-world examples based on the most diffused libraries, such as scikit-learn, NLTK, TensorFlow, and Keras. You will discover new topics such as principal component analysis (PCA), independent component analysis (ICA), Bayesian regression, discriminant analysis, advanced clustering, and gaussian mixture.

By the end of this book, you will have studied machine learning algorithms and be able to put them into production to make your machine learning applications more innovative.

What you will learn

  • Study feature selection and the feature engineering process
  • Assess performance and error trade-offs for linear regression
  • Build a data model and understand how it works by using different types of algorithm
  • Learn to tune the parameters of Support Vector Machines (SVM)
  • Explore the concept of natural language processing (NLP) and recommendation systems
  • Create a machine learning architecture from scratch

Who this book is for

Machine Learning Algorithms is for you if you are a machine learning engineer, data engineer, or junior data scientist who wants to advance in the field of predictive analytics and machine learning. Familiarity with R and Python will be an added advantage for getting the best from this book.

Details

  • Title Machine Learning Algorithms - Second Edition: Popular algorithms for data science and machine learning, 2nd Edition
  • Author Giuseppe Bonaccorso
  • Binding Paperback
  • Pages 522
  • Volumes 1
  • Language ENG
  • Publisher Packt Publishing
  • Publication date 2018-08-30
  • ISBN 9781789347999 / 1789347998
  • Weight 1.96 lbs (0.89 kg)
  • Dimensions 9.25 x 7.5 x 1.05 in (23.50 x 19.05 x 2.67 cm)
  • Category Computers - Languages / Programming

More Copies for Sale

Machine Learning Algorithms - Second Edition: Popular algorithms for data science and machine...
Stock photo: cover may vary

Machine Learning Algorithms - Second Edition: Popular algorithms for data science and machine learning, 2nd Edition

by Giuseppe Bonaccorso

  • Used
  • Paperback
Condition
New
Binding
Paperback
ISBN 10 / ISBN 13
9781789347999 / 1789347998
Quantity available
1
Seller
Item price
A$37.21
A$143.13 Delivery to USA

Show details

Description:
Paperback. Like New/Like New.
Add to wish list
Item price
A$37.21
A$143.13 Delivery to USA
Machine Learning Algorithms - Second Edition: Popular algorithms for data science and machine...
Stock photo: cover may vary

Machine Learning Algorithms - Second Edition: Popular algorithms for data science and machine learning, 2nd Edition

by Bonaccorso, Giuseppe

  • Used
  • Paperback
Condition
Used
Edition
2nd ed
Binding
Paperback
ISBN 10 / ISBN 13
9781789347999 / 1789347998
Quantity available
1
Seller
Item price
A$59.14
Free Delivery to USA

Show details

Description:
Packt Publishing, 2018-08-30. 2nd ed. paperback. Used: Good. 9.25x7.50x1.08. Buy with confidence. Excellent Customer Service & Return policy.
Add to wish list
Item price
A$59.14
Free Delivery to USA
Machine Learning Algorithms - Second Edition : Popular algorithms for data science and machine...

Machine Learning Algorithms - Second Edition : Popular algorithms for data science and machine learning, 2nd Edition

by Giuseppe Bonaccorso

  • New
  • Paperback
Condition
New
Binding
Paperback
ISBN 10 / ISBN 13
9781789347999 / 1789347998
Quantity available
51
Seller
Item price
A$101.14
A$15.28 Delivery to USA

Show details

Description:
Paperback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; An easy-to-follow, step-by-step guide for getting to grips with the real-world application of machine learning algorithms Key Features Explore statistics and complex mathematics for data-intensive applications Discover new developments
Add to wish list
Item price
A$101.14
A$15.28 Delivery to USA
Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition
Stock photo: cover may vary

Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition

by Giuseppe Bonaccorso

  • New
  • Paperback
Condition
New
Binding
Paperback
ISBN 10 / ISBN 13
9781789347999 / 1789347998
Quantity available
10
Seller
Item price
A$109.08
A$19.03 Delivery to USA

Show details

Description:
Paperback / softback. New. Machine learning explores the study and construction of algorithms that can learn from and make predictions on data. This book will act as an entry point for anyone who wants to make a career in Machine Learning. It covers algorithms like Linear regression, Logistic Regression, SVM, Naive Bayes, K-Means, Random Forest, and Feature engineering.
Add to wish list
Item price
A$109.08
A$19.03 Delivery to USA
Machine Learning Algorithms - Second Edition: Popular algorithms for data science and machine...
Stock photo: cover may vary

Machine Learning Algorithms - Second Edition: Popular algorithms for data science and machine learning, 2nd Edition

by Giuseppe Bonaccorso

  • New
Condition
New
ISBN 10 / ISBN 13
9781789347999 / 1789347998
Quantity available
1
Seller
Item price
A$85.73
A$5.71 Delivery to USA

Show details

Description:
new.
Add to wish list
Item price
A$85.73
A$5.71 Delivery to USA
Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition
Stock photo: cover may vary

Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition

by Giuseppe Bonaccorso

  • Used
  • Good
  • Paperback
Condition
Good
Binding
Paperback
ISBN 10 / ISBN 13
9781789347999 / 1789347998
Quantity available
1
Seller
Item price
A$89.40
Free Delivery to USA

Show details

Description:
paperback. Good. Access codes and supplements are not guaranteed with used items. May be an ex-library book.
Add to wish list
Item price
A$89.40
Free Delivery to USA
Machine Learning Algorithms - Second Edition: Popular algorithms for data science and machine...
Stock photo: cover may vary

Machine Learning Algorithms - Second Edition: Popular algorithms for data science and machine learning, 2nd Edition

by Bonaccorso, Giuseppe

  • New
  • Paperback
Condition
New
Edition
2nd ed
Binding
Paperback
ISBN 10 / ISBN 13
9781789347999 / 1789347998
Quantity available
6
Seller
Item price
A$91.23
Free Delivery to USA

Show details

Description:
Packt Publishing, 2018-08-30. 2nd ed. paperback. New. 9.25x7.50x1.08. Buy with confidence. Excellent Customer Service & Return policy.
Add to wish list
Item price
A$91.23
Free Delivery to USA
MACHINE LEARNING ALGORITHMS
Stock photo: cover may vary

MACHINE LEARNING ALGORITHMS

  • New
Condition
New
ISBN 10 / ISBN 13
9781789347999 / 1789347998
Quantity available
4
Seller
Item price
A$121.32
A$5.71 Delivery to USA

Show details

Description:
pp. 522 2nd ed. edition NO-PA16APR2015-KAP. Papeback. New.
Add to wish list
Item price
A$121.32
A$5.71 Delivery to USA
Machine Learning Algorithms - Second Edition: Popular algorithms for data science and machine...
Stock photo: cover may vary

Machine Learning Algorithms - Second Edition: Popular algorithms for data science and machine learning, 2nd Edition

by Giuseppe Bonaccorso

  • Used
Condition
New
ISBN 10 / ISBN 13
9781789347999 / 1789347998
Quantity available
1
Seller
Item price
A$174.62
A$5.71 Delivery to USA

Show details

Description:
like new.
Add to wish list
Item price
A$174.62
A$5.71 Delivery to USA