Hands-On Data Preprocessing in Python: Learn how to effectively prepare data for successful data analytics

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书籍英文名: Hands-On Data Preprocessing in Python: Learn how to effectively prepare data for successful data analytics

书籍作者：Jafari, Roy

书籍简介：This book will make the link between data cleaning and preprocessing to help you design effective data analytic solutionsKey Features* Develop the skills to perform data cleaning, data integration, data reduction, and data transformation* Get ready to make the most of your data with powerful data transformation and massaging techniques* Perform thorough data cleaning, such as dealing with missing values and outliersBook DescriptionData 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.This 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

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