{"product_id":"hands-on-data-preprocessing-in-python-learn-how-to-effectively-prepare-data-for-successful-data-analytics-paperback","title":"Hands-On Data Preprocessing in Python: Learn how to effectively prepare data for successful data analytics - Paperback","description":"\u003cp\u003eby \u003cb\u003eRoy Jafari\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eThis book will make the link between data cleaning and preprocessing to help you design effective data analytic solutions\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDevelop the skills to perform data cleaning, data integration, data reduction, and data transformation\u003c\/li\u003e\n\u003cli\u003eGet ready to make the most of your data with powerful data transformation and massaging techniques\u003c\/li\u003e\n\u003cli\u003ePerform thorough data cleaning, such as dealing with missing values and outliers\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eData preprocessing is the first step in data visualization, data analytics, and machine learning, where data is prepared for analytics functions to get the best possible insights. Around 90% of the time spent on data analytics, data visualization, and machine learning projects is dedicated to performing data preprocessing.\u003c\/p\u003e\u003cp\u003eThis book will equip you with the optimum data preprocessing techniques from multiple perspectives. You'll learn about different technical and analytical aspects of data preprocessing - data collection, data cleaning, data integration, data reduction, and data transformation - and get to grips with implementing them using the open source Python programming environment. This book will provide a comprehensive articulation of data preprocessing, its whys and hows, and help you identify opportunities where data analytics could lead to more effective decision making. It also demonstrates the role of data management systems and technologies for effective analytics and how to use APIs to pull data.\u003c\/p\u003e\u003cp\u003eBy the end of this Python data preprocessing book, you'll be able to use Python to read, manipulate, and analyze data; perform data cleaning, integration, reduction, and transformation techniques; and handle outliers or missing values to effectively prepare data for analytic tools.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUse Python to perform analytics functions on your data\u003c\/li\u003e\n\u003cli\u003eUnderstand the role of databases and how to effectively pull data from databases\u003c\/li\u003e\n\u003cli\u003ePerform data preprocessing steps defined by your analytics goals\u003c\/li\u003e\n\u003cli\u003eRecognize and resolve data integration challenges\u003c\/li\u003e\n\u003cli\u003eIdentify the need for data reduction and execute it\u003c\/li\u003e\n\u003cli\u003eDetect opportunities to improve analytics with data transformation\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eJunior and senior data analysts, business intelligence professionals, engineering undergraduates, and data enthusiasts looking to perform preprocessing and data cleaning on large amounts of data will find this book useful. Basic programming skills, such as working with variables, conditionals, and loops, along with beginner-level knowledge of Python and simple analytics experience, are assumed.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 602\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.22 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e January 21, 2022\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42707243204671,"sku":"9781801072137","price":79.18,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/e0366e9f58e19946a5cce4ed062d260a.webp?v=1765043331","url":"https:\/\/dhl-adrianne.myshopify.com\/products\/hands-on-data-preprocessing-in-python-learn-how-to-effectively-prepare-data-for-successful-data-analytics-paperback","provider":"BBB","version":"1.0","type":"link"}