Introducing Data Science: Big Data, Machine Learning And More, Using Python Tools
By: Cielen, Davy
Contributor(s): Meysman, Arno D. B
Language: English Publisher: New Delhi -- Dreamtech Press -- 2016Description: xx, 300pISBN: 9789351199373Subject(s): Computer Science | Artificial intelligence | Data MiningDDC classification: 006.312 CIE/I Summary:
"Introducing Data Science explains vital data science concepts and teaches you how to accomplish the fundamental tasks that occupy data scientists. You'll explore data visualization, graph databases, the use of NoSQL, and the data science process. You'll use the Python language and common Python libraries as you experience firsthand the challenges of dealing with data at scale. Discover how Python allows you to gain insights from data sets so big that they need to be stored on multiple machines, or from data moving so quickly that no single machine can handle it. This book gives you hands-on experience with the most popular Python data science libraries, Scikit-learn and StatsModels"--Back cover
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Central Library General Stack (Nila Campus) | 006.312 CIE/I | Available | 07892 | ||
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Central Library General Stack (Nila Campus) | 006.312 CIE/I | Available | 07897 | ||
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Central Library General Stack (Nila Campus) | 006.312 CIE/I | Available | 07899 | ||
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Central Library General Stack (Nila Campus) | 006.312 CIE/I | Available | 07894 | ||
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Central Library General Stack (Nila Campus) | 006.312 CIE/I | Available | 07893 | ||
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Central Library General Stack (Nila Campus) | 006.312 CIE/I | Available | 07896 | ||
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Central Library General Stack (Nila Campus) | 006.312 CIE/I | Available | 07898 | ||
Reference
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Central Library Reference (Sahyadri Campus) | Reference | 006.312 CIE/I | Not for loan | 07890 | |
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Central Library General Stack (Nila Campus) | 006.312 CIE/I | Available | 07895 | ||
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Central Library General Stack (Nila Campus) | 006.312 CIE/I | Available | 07891 |
1. Data science in a big data world
2. The data science process
3. Machine learning
4. Handling large data on a single computer
5. First steps in big data
6. Join the NoSQL movement
7. The rise of graph databases
8. Text mining and text analytics
9. Data visualization to the end user
"Introducing Data Science explains vital data science concepts and teaches you how to accomplish the fundamental tasks that occupy data scientists. You'll explore data visualization, graph databases, the use of NoSQL, and the data science process. You'll use the Python language and common Python libraries as you experience firsthand the challenges of dealing with data at scale. Discover how Python allows you to gain insights from data sets so big that they need to be stored on multiple machines, or from data moving so quickly that no single machine can handle it. This book gives you hands-on experience with the most popular Python data science libraries, Scikit-learn and StatsModels"--Back cover