What are some advanced techniques for data collection?
Advanced data collection techniques include web scraping, API integration, and using machine learning for predictive analytics.
Can you explain how web scraping works?
Web scraping involves extracting data from websites using automated tools or scripts, allowing for large-scale data collection.
What are the ethical considerations in data collection?
Ethical considerations include obtaining consent, ensuring data privacy, and being transparent about data usage.
How can I use machine learning in data collection?
Machine learning can analyze patterns in data, automate data classification, and improve the accuracy of data collection processes.
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