Participants will learn about:
- Recognizing the importance and challenges of data matching and deduplication in web scraping projects.
- Exploring various approaches to tackle this issue in their pipelines, from simple solutions like sniffing unique IDs from within HTML, to complex strategies involving multimodal matching using text and image vector representations.
- Creating robust databases using the matching and deduplication techniques learned.
- Understanding the value of these databases to data scientists and other businesses.