Practical Data Science with Python 3: Synthesizing Actionable Insights from Data (Varga Ervin)(Paperback)

Practical Data Science with Python 3: Synthesizing Actionable Insights from Data (Varga Ervin)(Paperback)

Practical Data Science with Python 3: Synthesizing Actionable Insights from Data (Varga Ervin)(Paperback)

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Practical Data Science with Python 3: Synthesizing Actionable Insights from Data (Varga Ervin)(Paperback) - popis produktu

Chapter 1. Introduction to Data ScienceNo of pages: 10This chapter introduces the reader to data science, and describes the major stages of working with data (collect, explore, preprocess, visualize, predict, and infer knowledge). It sets the common expectations what constitutes a data science domain. This chapter will elaborate about Anaconda IDE, which will be used in the book.Chapter 2. Data AcquisitionNo of pages: 40This chapter will introduce a reader how to retrieve and store data from/to various data sources: text files (including various formats like CSV, XML and JSON), binary files (including Apache Avro), Web accessible data, relational databases, NoSQL databases, Apache Arrow (as efficient and novel columnar data storage system), multi-modal databases, and network databases. This chapter will also introduce BeautifulSoup to work with XML and HTML.Chapter 3. Basic Data

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