{"product_id":"mastering-arcgis-enterprise-administration-install-configure-and-manage-arcgis-enterprise-to-publish-optimize-and-secure-gis-services-9781788297493","title":"Mastering ArcGIS Enterprise Administration: Install, configure, and manage ArcGIS Enterprise to publish, optimize, and secure GIS services","description":"\u003cp\u003e\u003cstrong\u003eGet to grips with pandas-a versatile and high-performance Python library for data manipulation, analysis, and discovery\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003ePerform efficient data analysis and manipulation tasks using pandas\u003c\/li\u003e \u003cli\u003eApply pandas to different real-world domains using step-by-step demonstrations\u003c\/li\u003e \u003cli\u003eGet accustomed to using pandas as an effective data exploration tool\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eData analysis has become a necessary skill in a variety of positions where knowing how to work with data and extract insights can generate significant value.\u003c\/p\u003e \u003cp\u003eHands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification, using scikit-learn, to make predictions based on past data.\u003c\/p\u003e \u003cp\u003eBy the end of this book, you will be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eUnderstand how data analysts and scientists gather and analyze data\u003c\/li\u003e \u003cli\u003ePerform data analysis and data wrangling in Python\u003c\/li\u003e \u003cli\u003eCombine, group, and aggregate data from multiple sources\u003c\/li\u003e \u003cli\u003eCreate data visualizations with pandas, matplotlib, and seaborn\u003c\/li\u003e \u003cli\u003eApply machine learning (ML) algorithms to identify patterns and make predictions\u003c\/li\u003e \u003cli\u003eUse Python data science libraries to analyze real-world datasets\u003c\/li\u003e \u003cli\u003eUse pandas to solve common data representation and analysis problems\u003c\/li\u003e \u003cli\u003eBuild Python scripts, modules, and packages for reusable analysis code\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eThis book is for data analysts, data science beginners, and Python developers who want to explore each stage of data analysis and scientific computing using a wide range of datasets. You will also find this book useful if you are a data scientist who is looking to implement pandas in machine learning. Working knowledge of Python programming language will be beneficial.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=AUTH-9850080\"\u003eChad Cooper\u003c\/a\u003e\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/31\/2017\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 382\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.44lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.79d\u003cbr\u003e\u003cb\u003eISBN13:\u003c\/b\u003e 9781788297493\u003cbr\u003e\u003cb\u003eISBN10:\u003c\/b\u003e 1788297490\u003cbr\u003e\u003cb\u003eBISAC Categories:\u003c\/b\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM091000\"\u003eDistributed Systems | Cloud Computing\u003c\/a\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM021000\"\u003eDatabase Administration \u0026amp; Management\u003c\/a\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-TRV\"\u003eTravel\u003c\/a\u003e | \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-TRV000000\"\u003eGeneral\u003c\/a\u003e\u003cbr\u003e\u003cp\u003e\u003ci\u003eThis title is not returnable\u003c\/i\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":44706459189485,"sku":"9781788297493","price":73.32,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0550\/8097\/6621\/products\/img_5f7879bf-298f-4500-a9bf-bfd9f8a2e61a.jpg?v=1703954546","url":"https:\/\/sureshotbooks.com\/es\/products\/mastering-arcgis-enterprise-administration-install-configure-and-manage-arcgis-enterprise-to-publish-optimize-and-secure-gis-services-9781788297493","provider":"SureShot Books Publishing LLC","version":"1.0","type":"link"}