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Mining of massive datasets

Mining of massive datasets

Leskovec, Jure; Rajaraman, Anand; Ullman, Jeffrey David

Hardback, Book.
3rd.
All formats and editions (2)
Published Cambridge: Cambridge University Press, 2020
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Details

    Statement of responsibility: Jure Leskovec, Anand Rajaraman and Jeffrey David Ullman
    ISBN: 1108476341, 9781108476348
    Physical Description: xi, 553 p. : ill. ; 26 cm.
    Subject: Big Data; Data Mining; Computers and IT

    Contents

    1. Data Mining
    2. MapReduce and the New Software Stack
    3. Finding Similar Items
    4. Mining Data Streams
    5. Link Analysis
    6. Frequent Itemsets
    7. Clustering
    8. Advertising on the Web
    9. Recommendation Systems
    10. Mining Social-Network Graphs
    11. Dimensionality Reduction
    12. Large-Scale Machine Learning
    13. Neural Nets and Deep Learning
    14. Index.