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Extracting, Cleaning and Preprocessing Text
Introduction
Course Overview
Importance of Text Data Preprocessing
Tools and Technologies Overview
Text Extraction Techniques
Introduction to Text Extraction
Web Scraping for Text Data
Extracting Text from PDFs
Extracting Text from Images
Text Cleaning Methods
Introduction to Text Cleaning
Removing Stopwords and Punctuation
Handling Special Characters and Numbers
Dealing with Capitalization and Case Sensitivity
Text Preprocessing Techniques
Introduction to Text Preprocessing
Tokenization and Lemmatization
Text Normalization
Word Embeddings and Vectorization
Advanced Text Processing
Sentiment Analysis
Entity Recognition
Topic Modeling
Text Classification
Case Studies and Applications
Sentiment Analysis in Social Media Data
Text Classification for Customer Reviews
Topic Modeling for Document Clustering
Entity Recognition in Legal Documents
Best Practices and Challenges
Best Practices for Text Data Preprocessing
Challenges in Text Cleaning and Preprocessing
Handling Large Text Datasets
Future Trends in Text Data Processing
Conclusion
Course Recap and Next Steps
Resources and Further Learning
Final Assessment and Certification
Introduction to Text Preprocessing
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