Information-Theoretic Methods in Data Science

Information-Theoretic Methods in Data Science
Yonina C Eldar, Miguel R D Rodrigues
RRP:
NZ$ 153.95
Our Price:
NZ$ 138.56
Hardback
Not defined - 500pg
31 Jan 2020 UK
International import eta 7-19 days
9781108427135
Out Of Stock
Currently no stock in-store, stock is sourced to your order
Learn about the state-of-the-art at the interface between information theory and data science with this first unified treatment of the subject. Written by leading experts in a clear, tutorial style, and using consistent notation and definitions throughout, it shows how information-theoretic methods are being used in data acquisition, data representation, data analysis, and statistics and machine learning. Coverage is broad, with chapters on signal acquisition, data compression, compressive sensing, data communication, representation learning, emerging topics in statistics, and much more. Each chapter includes a topic overview, definition of the key problems, emerging and open problems, and an extensive reference list, allowing readers to develop in-depth knowledge and understanding. Providing a thorough survey of the current research area and cutting-edge trends, this is essential reading for graduate students and researchers working in information theory, signal processing, machine learning, and statistics.

In stock - for items in stock we aim to dispatch the next business day. For delivery in NZ allow 2-5 business days, with rural taking a wee bit longer.

Locally sourced in NZ - stock comes from a NZ supplier with an approximate delivery of 7-15 business days.

International Imports - stock is imported into NZ, depending on air or sea shipping option from the international supplier stock can take 10-30 working days to arrive into NZ. 

Pre-order Titles - delivery will vary depending on where the title is published, if local stock is available in NZ then 5-7 business days, for international imports it can be 10-30 business days. In all cases we will access the quickest supply option.

Delivery Packaging - we ship all items in cardboard sleeves or by box with either packing paper or corn starch chips. (We avoid using plastics bubble bags)

Tracking - Orders are delivered by track and trace courier and are fully insured, tracking information will be sent by email once dispatched.

View our full Order & Delivery information

Details of the product above will be automatically included with your enquiry.