Data Science, Analytics & Modelling: A Beginners Perspective - Softcover

Jayasudha A R, Nirmala M; John, Princess Maria; P, Privietha

Softcover

ISBN 10: 6206145107 ISBN 13: 9786206145103

Verlag: LAP LAMBERT Academic Publishing, 2023

Inhaltsangabe

The book discusses the concepts of machine learning with respect to supervised and unsupervised algorithms. Every topic has been discussed with an example case study. The concept of data modelling with respect to various methods were discussed with examples. The introduction on NOSQL is also added as the feather to the cap, its installation process in Cloud Environment and execution of Mongo DB commands were discussed.The concept of Distributed file storage, Overview of Hadoop and its architecture, role of name node and data node in HDFS systems were discussed. The basics installation procedure Hadoop in Windows was explained in a step by step manner with appropriate snapshots and coding. The role of Map reduce algorithms and Hbase architecture were discussed.This book is prepared for easy understanding of the learners about the basic concepts of data science and analytics.

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Über die Autorin bzw. den Autor

M.Nirmala, MCA from Bharathidasan University and M.Phil from Bharathiar University. She has a total teaching experience of 20+ years. Her area of interest includes Networking, Simulation & Modeling, Machine Learning and Deep Learning. Received the Best Paper Award and Published in IEEE explore. She has published more than 15 International Journals.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2023
• Sprache: Englisch
• ISBN 10: 6206145107
• ISBN 13: 9786206145103
• Einband: Taschenbuch
• Anzahl der Seiten: 336
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Editions Vie; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland