Become a Python Data Analyst Perform exploratory data analysis and gain insight into scientific computing using Python
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Free Download Become a Python Data Analyst: Perform exploratory data analysis and gain insight into scientific computing using Python by Alvaro Fuentes
English | August 31, 2018 | ISBN: 1789531705 | 178 pages | PDF | 9.43 Mb
Enhance your data analysis and predictive modeling skills using popular Python tools
Key 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 SciPy
Book Description
Python 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, matDescriptionlib, 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 analytics
Who this book is for
Become 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 book
Table 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
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