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Data in Google I/O - IO Extended GDG Seoul

Data in Google I/O - IO Extended GDG Seoul

At the Google I/O 2022 event held from May 11-12 this year, many new technologies and information were shared with developers around the world.
This slide shares news related to Data among them.

Sungmin Han

June 21, 2022
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  1. Google I/O (135 programs) Data Topic (9 programs / 7%)

    Data in Google I/O 1. Model training with Vertex AI. 2. Build an event-driven orchestration with Eventarc and Workflows. 3. Asynchronous operations in your UI using workflows and Firestore. 4. An introduction to MLOps with TFX. 5. Introducing AlloyDB, a PostgreSQL compatible cloud database service. 6. Fraudfinder: A comprehensive solution for real data science problems. 7. Auto alerts for Firebase users with Functions, Logging, and BigQuery. 8. Easier data preprocessing with Keras. 9. Build for everyone: The importance of representative data.
  2. Keyword from Data-releated programs. TFX Data preprocessing Vertex AI BigQuery

    Firestore Firebase Eventarc Workflows Cloud Functions Cloud Logging Taskmate AlloyDB
  3. Keyword from Data-releated programs. TFX Data preprocessing Vertex AI BigQuery

    Firestore Firebase Eventarc Workflows Cloud Functions Cloud Logging Taskmate AI/ML Data Engineering Data Ingestion AlloyDB
  4. “ The increasingly popular lake house merges these two worlds

    into a unified environment for all types of data ” Google Cloud Future Data Whitepaper https://cloud.google.com/blog/topics/startups/google-cloud-future-of-data-whitepaper
  5. Data Ingestion Data Storage Data Processing Data Governance Drill-down a

    bit more... Change Data Capture (CDC) Log Ingestion Labeling Crawling Feature Selection DataLake Data warehouse Schema Registry Data Mart Feature Store Batch Processing Stream Processing Feature Engineering Data Workflow Data Analysis Privacy Security Catalog IAM Data Lineage
  6. Explorer previous/following events Data Cloud Summit April 6, 2022 Security

    Summit May 17, 2022 Google Cloud Next Oct 11, 2022