Big data analysis with Python combine Spark and Python to unlock the powers of parallel computing and machine learning
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 the data avalanche for you. With this book, you'll learn effective techniques to aggregate data into us...
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| Other Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Birmingham, UK
Packt Publishing,
2019.
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| Subjects: | |
| Online Access: | EBSCOhost Перейти в каталог НБ ТГУ |
| LEADER | 02845cam a2200517Ki 4500 | ||
|---|---|---|---|
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| 049 | |a MAIN | ||
| 100 | 1 | |a Marin, Ivan. |9 911062 | |
| 245 | 1 | 0 | |a Big data analysis with Python |b combine Spark and Python to unlock the powers of parallel computing and machine learning |c Ivan Marin, Ankit Shukla and Sarang VK. |
| 264 | 1 | |a Birmingham, UK |b Packt Publishing, |c 2019. | |
| 300 | |a 1 online resource (276 pages) | ||
| 505 | 0 | |a Chapter 1: The Python Data Science Stack -- Chapter 2: Statistical Visualizations -- Chapter 3: Working with Big Data Frameworks -- Chapter 4: Diving Deeper with Spark -- Chapter 5: Handling Missing Values and Correlation Analysis -- Chapter 6: Exploratory Data Analysis -- Chapter 7: Reproducibility in Big Data Analysis -- Chapter 8: Creating a Full Analysis Report | |
| 520 | |a 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 the data avalanche for you. With this book, you'll learn effective techniques to aggregate data into useful dimensions for posterior analysis, extract ... | ||
| 588 | |a Description based on online resource; title from digital title page (viewed on January 06, 2020). | ||
| 630 | 0 | 0 | |a Spark (Electronic resource : Apache Software Foundation) |9 911063 |
| 630 | 0 | 7 | |a Spark (Electronic resource : Apache Software Foundation) |2 fast |0 (OCoLC)fst01938143 |9 911063 |
| 653 | 0 | |a Big data. | |
| 653 | 0 | |a Python (Computer program language) | |
| 653 | 0 | |a Cloud computing. | |
| 653 | 0 | |a Machine learning. | |
| 653 | 7 | |a Big data. |2 fast |0 (OCoLC)fst01892965 | |
| 653 | 7 | |a Cloud computing. |2 fast |0 (OCoLC)fst01745899 | |
| 653 | 7 | |a Machine learning. |2 fast |0 (OCoLC)fst01004795 | |
| 653 | 7 | |a Python (Computer program language) |2 fast |0 (OCoLC)fst01084736 | |
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| 700 | 1 | |a VK, Sarang. |9 911065 | |
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