Cover of Machine Learning, Revised and Updated Edition by Ethem Alpaydin

Machine Learning, Revised and Updated Edition

By Ethem Alpaydin

$18.95
$18.95
Save 0
Sold out

Member Price: $17.06

Description

A concise primer on machine learning--computer programs that learn from data and the basis of applications like voice recognition and driverless cars.

No in-depth knowledge of math or programming required!

Today, machine learning underlies a range of applications we use every day, from product recommendations to voice recognition--as well as some we don't yet use every day, including driverless cars. It is the basis for a new approach to artificial intelligence that aims to program computers to use example data or past experience to solve a given problem. In this volume in the MIT Press Essential Knowledge series, Ethem Alpaydin offers a concise and accessible overview of "the new AI." This expanded edition offers new material on such challenges facing machine learning as privacy, security, accountability, and bias.

Alpaydin explains that as Big Data has grown, the theory of machine learning--the foundation of efforts to process that data into knowledge--has also advanced. He covers:

- The evolution of machine learning
- Important learning algorithms and example applications
- Using machine learning algorithms for pattern recognition
- Artificial neural networks inspired by the human brain
- Algorithms that learn associations between instances
- Reinforcement learning
- Transparency, explainability, and fairness in machine learning
- The ethical and legal implicates of data-based decision making

A comprehensive introduction to machine learning, this book does not require any previous knowledge of mathematics or programming--making it accessible for everyday readers and easily adoptable for classroom syllabi.

ISBN-13

9780262542524

Publisher

MIT Press

Page Count

280 pages

Product Dimensions

6.9 x 5 x 0.7 in
Officially Licensed
Ethically Made In Certified Factories

FIND THE STORES

  • Harvard COOP
  • MIT COOP

Harvard Square COOP

1400 Massachusetts 
Avenue,
Cambridge, MA 02138 

Tel: (617) 499-2000

Monday – Saturday
10am – 8pm 

Sunday 
10am – 6pm

MAP

Harvard COOP

9 Brattle Street,
Cambridge, MA 02138

Tel (617) 499-2000


Monday – Saturday

10am – 8pm

Sunday 
10am – 6pm

MAP

Harvard Business School COOP

Spangler Center,
117 Western Ave,

Boston, MA 02163


Tel (617) 499-3248


Monday – Friday 
10am – 5pm

Saturday - Sunday

Closed

MAP

Harvard Law School COOP

1595 Massachusetts
Avenue,
Cambridge, MA 02138


Tel (617) 499-3255


Monday – Friday 
9am – 5pm
Saturday 11am – 5pm

Sunday Closed

MAP

The COOP Concept Store

40 Western Ave, Boston, MA 02134

Monday - Saturday 10am - 6pm

Sunday 10am - 3pm

Ground floor of The Atlas Hotel, across from Harvard Business School

MAP

Harvard Medical School COOP

Countway Library,
10 Shattuck St,
Boston, MA 02115

Tel (617) 499-3300

Monday – Friday 
10am – 5pm
Saturday – Sunday
Closed

MAP

MIT COOP at Kendall Sq.

80 Broadway, Cambridge,
MA 02142

Tel  (617) 499-3200


Monday - Saturday 
9.30am - 6pm
Sunday: Closed

MAP

MIT COOP at Stratton

84 Massachusetts Avenue,
Cambridge, MA 02139


Tel: (617) 499-3240 


Monday - Friday
9am - 5pm

Saturday 10am - 4pm

Sunday Closed

MAP

Harvard Square COOP

1400 Massachusetts 
Avenue,
Cambridge, MA 02138 

Tel: (617) 499-2000

Monday – Saturday
10am – 8pm 

Sunday 
10am – 6pm

MAP

Harvard COOP

9 Brattle Street,
Cambridge, MA 02138

Tel (617) 499-2000


Monday – Saturday

10am – 8pm

Sunday 
10am – 6pm

MAP

Harvard Business School COOP

Spangler Center,
117 Western Ave,

Boston, MA 02163


Tel (617) 499-3248


Monday – Friday 
10am – 5pm

Saturday - Sunday

Closed

MAP

Harvard Law School COOP

1595 Massachusetts
Avenue,
Cambridge, MA 02138


Tel (617) 499-3255


Monday – Friday 
9am – 5pm
Saturday 11am – 5pm

Sunday Closed

MAP

The COOP Concept Store

40 Western Ave, Boston, MA 02134

Monday - Saturday 10am - 6pm

Sunday 10am - 3pm

Ground floor of The Atlas Hotel, across from Harvard Business School

MAP

Harvard Medical School COOP

Countway Library,
10 Shattuck St,
Boston, MA 02115

Tel (617) 499-3300

Monday – Friday 
10am – 5pm
Saturday – Sunday
Closed

MAP

MIT COOP at Kendall Sq.

80 Broadway, Cambridge,
MA 02142

Tel  (617) 499-3200


Monday - Saturday 
9.30am - 6pm
Sunday: Closed

MAP

MIT COOP at Stratton

84 Massachusetts Avenue,
Cambridge, MA 02139


Tel: (617) 499-3240 


Monday - Friday
9am - 5pm

Saturday 10am - 4pm

Sunday Closed

MAP

FOLLOW

  • @harvardcoop
  • @mitcoop