{"product_id":"9781789531701","title":"Become a Python Data Analyst: Perform exploratory data analysis and gain insight into scientific computing using Python","description":"\u003cb\u003eEnhance your data analysis and predictive modeling skills using popular Python tools\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eCover all fundamental libraries for operation and manipulation of Python for data analysis\u003c\/li\u003e\n\u003cli\u003eImplement real-world datasets to perform predictive analytics with Python\u003c\/li\u003e\n\u003cli\u003eAccess modern data analysis techniques and detailed code with scikit-learn and SciPy\u003c\/li\u003e\n\u003c\/ul\u003ePython 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.\u003cul\u003e\n\u003cli\u003eExplore important Python libraries and learn to install Anaconda distribution\u003c\/li\u003e\n\u003cli\u003eUnderstand the basics of NumPy\u003c\/li\u003e\n\u003cli\u003eProduce informative and useful visualizations for analyzing data\u003c\/li\u003e\n\u003cli\u003ePerform common statistical calculations\u003c\/li\u003e\n\u003cli\u003eBuild predictive models and understand the principles of predictive analytics\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eBecome 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\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":46340359848177,"sku":"9781789531701","price":26.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9781789531701_p0.jpg?v=1765272804","url":"https:\/\/shop.barnesandnoble.com\/products\/9781789531701","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}