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Data Cleaning For Text Data: Techniques And Challenges – Business News Blog

August 2, 2024: 12:39:44 PM, Posted on Technology By shivanshi770

Data cleaning is a crucial process in data preprocessing that involves detecting and correcting (or removing) defective or inaccurate records from a dataset.

https://businessnewsblog.net/news/education/data-cleaning-for-text-data-techniques-and-challenges/

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Data Cleaning For Text Data: Techniques And Challenges – Business News Blog

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Data cleaning is a crucial process in data preprocessing that involves detecting and correcting (or removing) defective or inaccurate records from a dataset.

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» Data Cleaning for Text Data: Techniques and Challenges

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🢬 Introduction to Data Cleaning

🢬 Understanding Text Data

🢬 Techniques for Data Cleaning

🢬 Challenges in Data Cleaning

🢬 Tools and Technologies

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🢭 What is Text Data?

🢭 Types of Text Data

🢭 Sources of Text Data

🢭 Preprocessing Techniques

🢭 Handling Missing Data

🢭 Removing Duplicates

🢭 Normalization

🢭 Handling Outliers

🢭 Dealing with Noise

🢭 Text Transformation

🢭 Entity Recognition

🢭 Spelling Correction

🢭 Python Libraries

🢭 Machine Learning Tools

🢭 Text Cleaning Platforms

🢭 Cloud Solutions

🢭 Applications of Cleaned Text Data

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