| Hands-On Data Preprocessing in Python (Packt) |
| Wednesday, 09 February 2022 | |||
This book teaches data preprocessing techniques from multiple perspectives. Roy Jafari looks at different technical and analytical aspects of data preprocessing – data collection, data cleaning, data integration, data reduction, and data transformation – and describes how to get to grips with implementing them using the open source Python programming environment. The book also includes a comprehensive articulation of data preprocessing, its whys and hows, and help 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. Author: Roy Jafari Topics covered:
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