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Go from messy, unstructured artifacts stored in SQL and NoSQL databases to a neat, well-organized dataset with this quick reference for the busy data scientist. Understand text mining, machine learning, and network analysis process numeric data with the NumPy and Pandas modules describe and analyze data using statistical and network-theoretical methods and see actual examples of data analysis at work. This one-stop solution covers the essential data science you need in Python.br br Data science is one of the fastest-growing disciplines in terms of academic research, student enrollment, and employment. Python, with its flexibility and scalability, is quickly overtaking the R language for data-scientific projects. Keep Python data-science concepts at your fingertips with this modular, quick reference to the tools used to acquire, clean, analyze, and store data.br br This one-stop solution covers essential Python, databases, network analysis, natural language processing, elements of m
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