Big Data Analysis with Python
Ivan Marin; Ankit Shukla; Sarang VK
Informasi Umum
Kode
20.21.1578
Klasifikasi
003 - Systems, Operation Research, System Theory, System Analysis, Simulation Technic
Jenis
Buku - Elektronik (E-Book)
Subjek
System Analysis
No. Rak
Tel-U Gedung Manterawu Lantai 5 : Rak 1
Tel-U Purwokerto : Rak 1
Dilihat
2913 kali
Informasi Lainnya
Abstraksi
Processing big data in real time is challenging due to scalability, information inconsistency, and fault tolerance. Big Data Analysis with Python teaches you how to use tools that can control this data avalanche for you. With this book, you'll learn practical techniques to aggregate data into useful dimensions for posterior analysis, extract statistical measurements, and transform datasets into features for other systems.
The book begins with an introduction to data manipulation in Python using pandas. You'll then get familiar with statistical analysis and plotting techniques. With multiple hands-on activities in store, you'll be able to analyze data that is distributed on several computers by using Dask. As you progress, you'll study how to aggregate data for plots when the entire data cannot be accommodated in memory. You'll also explore Hadoop (HDFS and YARN), which will help you tackle larger datasets. The book also covers Spark and explains how it interacts with other tools.
By the end of this book, you'll be able to bootstrap your own Python environment, process large files, and manipulate data to generate statistics, metrics, and graphs.
- TTI4I3 - AI DAN BIG DATA ANALYSIS
- CII6F3 - ANALISIS BIG DATA
- CII6F3 - ANALISIS BIG DATA
- CTI4R3 - ANALITIK BIG DATA UNTUK IOT
- TKI4G3 - BIG DATA
- EBI3B4 - BIG DATA AND DATA ANALYTICS
- EBI3B4 - BIG DATA AND DATA ANALYTICS
- EMI1E3 - BIG DATA DAN ANALITIK DATA
- ISI4J3 - PENGELOLAAN BIG DATA
- ELI1E3 - BIG DATA DAN ANALISIS DATA
- CTJ4R3 - Analitik Big Data Untuk IOT
- - Big data dan Komputasi Perilaku Manusia
- GIK2DAB2 - Analitik Data
Koleksi & Sirkulasi
Tersedia 1 dari total 1 Koleksi
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Pengarang
| Nama | Ivan Marin; Ankit Shukla; Sarang VK |
| Jenis | Perorangan |
| Penyunting | |
| Penerjemah |
Penerbit
| Nama | Packt Publishing |
| Kota | New York |
| Tahun | 2019 |
Sirkulasi
| Harga sewa | IDR 0,00 |
| Denda harian | IDR 1.000,00 |
| Jenis | Non-Sirkulasi |
