Sonal Goyal
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- Jeff Zemerick7 talks
- Chetan Khatri5 talks
- Mikhail Rozhkov5 talks
- Milos Milovanovic5 talks
- Hariharan Gandhi3 talks
- Valentine Gogichashvili4 talks
| title | conference | date |
|---|---|---|
| Open Source Entity Resolution - Needs and Challenges | Big Data & RPA Conference Europe 2024 | 2024-11-19 |
Zingg claims an open source entity resolution framework that runs natively where data lives and learns matching rules instead of hardcoded heuristics. It uses… | ||
| Open Source Entity Resolution Using Zingg | Big Data Conference Europe 2022 | 2022-11-23 |
Zingg is an open source entity resolution system that combines a learned blocking model with a pairwise classifier, graph clustering and active learning to… | ||
| Scalable Data Pipelines - an ML Approach | Developer Summit 2020 | 2020-11-21 |
Argues that ML can cut months of manual schema mapping and the 60–70% of analyst time spent on cleaning by replacing rulebooks with column word vectors for… | ||
| Data Mastering at Scale with AI | Data Con LA 2020 | 2020-10-23 |
Enterprise MDM replaces brittle fuzzy keys with a pipeline that uses active learning, clustering and classification to learn blocking and matching rules… | ||
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