Following is what you need for this book: Whether you're a data analyst, data engineer, data scientist, or a data professional responsible for data preparation and cleaning, this book is for you.

openclean is a Python library for data profiling and data cleaning. The project is motivated by the fact that data preparation is still a major bottleneck for many data science projects. Data ...

Python: Python, with libraries like pandas, offers extensive functionality for data cleaning and manipulation. However, it requires users to write and debug code, which can be time-consuming.

The book also delves into tips and techniques to process and clean data for ML, AI, and NLP models. You will learn how to filter and summarize data to gain insights and better understand what makes ...

Python Data Cleaning and Preparation Best Practices: ... Key Features. Maximize the value of your data through effective data cleaning methods; Enhance your data skills using strategies for handling ...

The gt.cleaning module offers methods that can either filter out erroneous data or smooth noisy data. The package provides three filters to remove outliers which we discuss briefly. Both ...