000			01861nam a22001697a 4500
020			_a97893519937
082			_a006.312 _bCIE-I
100			_a Cielen, Davy; Meysman, Arno D. B. & Ali, Mohamed
245			_a Introducing data science : Big data, machine learning, and more, using Python tools _cBy Davy Cielen; Arno D. B. Meysman & Mohaed Ali.
250			_a1
260			_aNew Delhi: _bDreamtech press, _cc2016.
300			_ai-xix+300P.
500			_aIntroducing Data Science teaches you how to accomplish the fundamental tasks that occupy data scientists. Using the Python language and common Python libraries, you'll experience firsthand the challenges of dealing with data at scale and gain a solid foundation in data science.
505			_a1. 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
520			_aIntroducing 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. After reading this book, you'll have the solid foundation you need to start a career in data science.
942			_cBK
999			_c297575 _d297575