{"product_id":"9781789343236","title":"Mastering pandas : A complete guide to pandas, from installation to advanced data analysis techniques, 2nd Edition (2ND)","description":"\u003cp\u003ePerform advanced data manipulation tasks using pandas and become an expert data analyst.\u003c\/p\u003e\n\n\u003cp\u003eKey Features\u003c\/p\u003e\n\n\u003cp\u003eManipulate and analyze your data expertly using the power of pandas\n\u003cbr\u003eWork with missing data and time series data and become a true pandas expert\n\u003cbr\u003eIncludes expert tips and techniques on making your data analysis tasks easier\u003c\/p\u003e\n\n\u003cp\u003eBook Descriptionpandas is a popular Python library used by data scientists and analysts worldwide to manipulate and analyze their data. This book presents useful data manipulation techniques in pandas to perform complex data analysis in various domains.\n\u003cbr\u003eAn update to our highly successful previous edition with new features, examples, updated code, and more, this book is an in-depth guide to get the most out of pandas for data analysis. Designed for both intermediate users as well as seasoned practitioners, you will learn advanced data manipulation techniques, such as multi-indexing, modifying data structures, and sampling your data, which allow for powerful analysis and help you gain accurate insights from it. With the help of this book, you will apply pandas to different domains, such as Bayesian statistics, predictive analytics, and time series analysis using an example-based approach. And not just that; you will also learn how to prepare powerful, interactive business reports in pandas using the Jupyter notebook.\n\u003cbr\u003eBy the end of this book, you will learn how to perform efficient data analysis using pandas on complex data, and become an expert data analyst or data scientist in the process.What you will learn\u003c\/p\u003e\n\n\u003cp\u003eSpeed up your data analysis by importing data into pandas\n\u003cbr\u003eKeep relevant data points by selecting subsets of your data\n\u003cbr\u003eCreate a high-quality dataset by cleaning data and fixing missing values\n\u003cbr\u003eCompute actionable analytics with grouping and aggregation in pandas\n\u003cbr\u003eMaster time series data analysis in pandas\n\u003cbr\u003eMake powerful reports in pandas using Jupyter notebooks\u003c\/p\u003e\n\n\u003cp\u003eWho this book is forThis book is for data scientists, analysts and Python developers who wish to explore advanced data analysis and scientific computing techniques using pandas. Some fundamental understanding of Python programming and familiarity with the basic data analysis concepts is all you need to get started with this book.\u003c\/p\u003e","brand":"Packt Publishing Limited","offers":[{"title":"Default Title","offer_id":45564824617039,"sku":"00000_00000_00000_00000","price":1785.0,"currency_code":"TWD","in_stock":true}],"url":"https:\/\/kinokuniya.com.tw\/products\/9781789343236","provider":"Books Kinokuniya Taiwan","version":"1.0","type":"link"}