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Text Data Cleaning and Pre-processing Techniques

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voska89

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Free Download Text Data Cleaning and Pre-processing Techniques
Mohamed Echout | Duration: 0:38 h | Video: H264 1280x720 | Audio: AAC 48 kHz 2ch | 107 MB | Language: English
Master the art of cleaning and pre-processing text data! This course will teach you the essential techniques to refine text for NLP projects.
What you'll learn|| Cleaning and pre-processing text data is often the first and most crucial step in NLP. In this course, Text Data Cleaning and Pre-processing Techniques, you'll gain the ability to transform raw text into a clean, structured format ready for analysis.
First, you'll explore the fundamental characteristics of textual data and learn to identify common issues such as noise and missing data.​

Next, you'll discover techniques for cleaning and handling missing data, along with basic noise removal strategies.
Finally, you'll learn how to utilize advanced text pre-processing techniques, including text normalization, tokenization, and handling special characters and emojis.
When you're finished with this course, you'll have the skills and knowledge of text data pre-processing needed to enhance the quality and reliability of your NLP models.
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https://www.pluralsight.com/courses/text-data-cleaning-pre-processing-techniques






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