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Become a Python Data Analyst: Perform exploratory data analysis and gain insight into scientific computing using Python

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Become a Python Data Analyst: Perform exploratory data analysis and gain insight into scientific computing using Python

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Enhance your data analysis and predictive modeling skills using popular Python toolsKey FeaturesCover all fundamental libraries for operation and manipulation of Python for data analysisImplement real-world datasets to perform predictive analytics with PythonAccess modern data analysis techniques and detailed code with scikit-learn and SciPyBook DescriptionPython is one of the most common and popular languages preferred by leading data analysts and statisticians for working with massive datasets and complex data visualizations.Become a Python Data Analyst introduces Python's most essential tools and libraries necessary to work with the data analysis process, right from preparing data to performing simple statistical analyses and creating meaningful data visualizations.In this book, we will cover Python libraries such as NumPy, pandas, matplotlib, seaborn, SciPy, and scikit-learn, and apply them in practical data analysis and statistics examples. As you make your way through the chapters, you will learn to efficiently use the Jupyter Notebook to operate and manipulate data using NumPy and the pandas library. In the concluding chapters, you will gain experience in building simple predictive models and carrying out statistical computation and analysis using rich Python tools and proven data analysis techniques.By the end of this book, you will have hands-on experience performing data analysis with Python.What you will learnExplore important Python libraries and learn to install Anaconda distributionUnderstand the basics of NumPyProduce informative and useful visualizations for analyzing dataPerform common statistical calculationsBuild predictive models and understand the principles of predictive analyticsWho this book is forBecome a Python Data Analyst is for entry-level data analysts, data engineers, and BI professionals who want to make complete use of Python tools for performing efficient data analysis. Prior knowledge of Python programming is necessary to understand the concepts covered in this bookTable of ContentsThe Anaconda Distribution and Jupyter NotebookVectorizing Operations with NumpyPandas: Everyone's Favorite Data Analysis LibraryVisualization and Exploratory Data AnalysisStatistical Computing with PythonIntroduction to Predictive Analytics Models

Publisher	Packt Publishing
Publication date	August 31, 2018
Language	English
Print length	178 pages
ISBN-10	1789531705
ISBN-13	978-1789531701
Item Weight	12.3 ounces (348.71 grams)
Dimensions	7.5 x 0.41 x 9.25 inches (19.1 x 1 x 23.5 cm)

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Become a Python Data Analyst: Perform exploratory data analysis and gain insight into scientific computing using Python

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Become a Python Data Analyst: Perform exploratory data analysis and gain insight into scientific computing using Python