Open-Source Spotlight - Zingg - Sonal Goyal скачать в хорошем качестве

Open-Source Spotlight - Zingg - Sonal Goyal

Open-Source Spotlight is our series where we're discovering open-source tools. This time, we talked about Zingg, a scalable data mastering, deduplication and entity resolution. 00:00 Introduction 01:33 Entity Resolution - Why do we need it 04:11 Zingg Overview 05:51 Why Java/Scala for Zingg? 06:50 Git Repository Walk-through 08:54 Demo starts 09:14 Input data 10:13 Finding training data through Zingg 10:50 Configuring Zingg 11:43 Zingg Interactive Learner to build training data 16:58 Building a model and running it 21:10 Output from Zingg - scoring and cluster identifiers 23:44 Future Plans for Zingg - semantics, data cleaning 25:45 Contributing to Zingg - use cases, feature requests, bugs, models, datasets  26:54 Advice for users - planning for hardware, training 🔗 USEFUL LINKS GitHub: https://github.com/zinggAI/zingg Sonal's Newsletter: https://sonalgoyal.substack.com/ 🔗 CONNECT WITH DataTalksClub Join the community - https://datatalks-club.slack.com/join... Subscribe to our Google calendar to have all our events in your calendar - https://calendar.google.com/calendar/... Check other upcoming events - https://lu.ma/dtc-events LinkedIn -   / datatalks-club   Twitter -   / datatalksclub   Website - https://datatalks.club/ 🔗 CONNECT WITH ALEXEY Twitter -   / al_grigor   Linkedin -   / agrigorev   📚Check our free online courses ML Engineering course - http://mlzoomcamp.com Data Engineering course - https://github.com/DataTalksClub/data... MLOps course - https://github.com/DataTalksClub/mlop... Analytics in Stock Markets - https://github.com/DataTalksClub/stoc... LLM course - https://github.com/DataTalksClub/llm-... Read about all our courses in one place - https://datatalks.club/blog/guide-to-... 👋🏼 GET IN TOUCH If you want to support our community, use this link - https://github.com/sponsors/alexeygri... If you’re a company, support us at [email protected]