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Item Details
Title: LINEAR ALGEBRA AND OPTIMIZATION FOR MACHINE LEARNING
A TEXTBOOK
By: Charu C. Aggarwal
Format: Paperback / softback

List price: £44.99
Our price: £39.37
Discount:
12.5% off
You save: £5.62
ISBN 10: 3030403467
ISBN 13: 9783030403461
Availability: Usually dispatched within 1-3 weeks.
 Delivery rates
Stock: Currently 0 available
Publisher: SPRINGER NATURE SWITZERLAND AG
Pub. date: 13 May, 2021
Edition: 1st ed. 2020
Pages: 495
Description: This textbook introduces linear algebra and optimization in the context of machine learning. The tight integration of linear algebra methods with examples from machine learning differentiates this book from generic volumes on linear algebra.
Illustrations: 26 Illustrations, color; 67 Illustrations, black and white; XXI, 495 p. 93 illus., 26 illus. in color.
Returns: Returnable
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DATA STREAMS (HB)
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FREQUENT PATTERN MINING (HB)
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HEALTHCARE DATA ANALYTICS
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LINEAR ALGEBRA AND OPTIMIZATION FOR MACHINE LEARNING (HB)
MACHINE LEARNING FOR TEXT
MACHINE LEARNING FOR TEXT (HB)
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MANAGING AND MINING GRAPH DATA (HB)
MANAGING AND MINING GRAPH DATA (PB)
MANAGING AND MINING SENSOR DATA (HB)
MANAGING AND MINING SENSOR DATA (PB)
MANAGING AND MINING UNCERTAIN DATA (HB)
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MINING TEXT DATA (HB)
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NEURAL NETWORKS AND DEEP LEARNING
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OUTLIER ANALYSIS (HB)
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OUTLIER ANALYSIS (PB)
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OUTLIER DETECTION FOR TEMPORAL DATA (PB)
OUTLIER ENSEMBLES (HB)
OUTLIER ENSEMBLES (PB)
PRIVACY-PRESERVING DATA MINING (HB)
PRIVACY-PRESERVING DATA MINING (PB)
PROBABILITY AND STATISTICS FOR MACHINE LEARNING (HB)
RECOMMENDER SYSTEMS (HB)
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SOCIAL NETWORK DATA ANALYTICS (HB)
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