Big Data Analytics Introduction to Hadoop, Spark, and Machine-Learning
Raj Kamal, Preeti Saxena
Informasi Umum
Kode
20.21.1815
Klasifikasi
006.312 - Data mining
Jenis
Buku - Elektronik (E-Book)
Subjek
Data Analysis
No. Rak
Tel-U Gedung Manterawu Lantai 5 : Rak 4
Tel-U Purwokerto : Rak 3
Dilihat
1774 kali
Informasi Lainnya
Abstraksi
Big Data Analytics (BDA) is a rapidly evolving field that finds applications in many areas such as healthcare, medicine, advertising, marketing, and sales. This book dwells on all the aspects of Big Data Analytics and covers the subject in its entirety. It comprises several illustrations, sample codes, case studies and real-life analytics of datasets such as toys, chocolates, cars, and student’s GPAs. The book will serve the interests of undergraduate and post graduate students of computer science and engineering, information technology, and related disciplines. It will also be useful to software developers.
Salient Features:
• Comprehensive coverage on Big Data NoSQL Column-family, Object and Graph databases, programming with open-source Big Data Hadoop and Spark ecosystem tools, such as MapReduce, Hive, Pig, Spark, Python, Mahout, Streaming, GraphX
• Inclusion of latest topics machine learning, K-NN, predictive-analytics, similar and frequent item sets, clustering, decision-tree, classifiers recommenders, real-time streaming data analytics, graph networks, text, web structure, web-links, social network analytics.
• Follows a hierarchical and teach-by- example approach from elementary to advanced level.
Koleksi & Sirkulasi
Tersedia 1 dari total 1 Koleksi
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Pengarang
| Nama | Raj Kamal, Preeti Saxena |
| Jenis | Perorangan |
| Penyunting | |
| Penerjemah |
Penerbit
| Nama | McGraw Hill Education |
| Kota | New Delhi |
| Tahun | 2019 |
Sirkulasi
| Harga sewa | IDR 0,00 |
| Denda harian | IDR 1.000,00 |
| Jenis | Non-Sirkulasi |
