~/talks

Felipe Hoffa

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Top datasets for top DevRel resultsDevRelCon Earth 20202020-06-30
Uses BigQuery and Data Studio to ingest Apple mobility data and live Meetup RSVPs, building dashboards that show US daily RSVPs falling to about half in March…
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Protecting sensitive data in huge datasets: Cloud tools you can useNDC Oslo 20192019-06-17
Shows concrete tools and numbers: uses Cloud DLP API (streaming mode, 90+ classifiers, image redaction, crypto‑replace) and BigQuery to scan and transform…
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Firebase & BigQuery - Do Mobile App Analytics Easily & at Scale - Queries IncludedGoogle Cloud Next '182018-07-24
Firebase exports Firebase Analytics to BigQuery with a nested, repeated schema (example: Bingo Blast events), so queries show how to unnest arrays into tables…
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Scaling Interactive and Insightful Dashboards with Data Studio and BigQueryGoogle Cloud Next '182018-07-24
Shows how BigQuery + Data Studio serve terabytes of public and private data while avoiding runaway query costs: methods include a soon-to-ship Materialize…
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Protecting sensitive data in huge datasets #bbuzzBerlin Buzzwords 20182018-06-11
Shows concrete workflows using Google DLP API, BigQuery and Data Prep to scan and transform massive public tables, detect PII in text and images, do…
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SQL and TensorFlow: Enabling smart queries on a data warehouseCodemotion Rome 20182018-04-13
BigQuery plus TensorFlow enables similarity search by converting records into numeric vectors and comparing distances at SQL scale. Examples: TF‑IDF turns 10…
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What can we learn from 750 billion GitHub events and 42 TB of codeNDC Sydney 20172017-08-14
Five years of GitHub metadata and 750 billion GitHub events plus 42 TB of code live in public datasets and get analyzed with BigQuery and GHTorrent. Queries…
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What can we learn from 750 billion GitHub events and 42 TB of codeVoxxed Days Singapore 20172017-06-02
Analysis of 750 billion GitHub events and ~42 TB of source uses BigQuery with public datasets like GH Archive and GHTorrent, SQL plus JavaScript UDFs and…
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Google Dataflow: New open model for batch & stream processingBerlin Buzzwords 20162016-06-05
Explains that Google Dataflow becomes an open model now incubating as Apache Beam and shows a working pipeline reading Wikipedia edits from Pub/Sub, counting…
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Google BigQuery, Freebase, Maps:...Codemotion Roma 20142014-04-09
Using the Freebase dump (≈22 GB) loaded into BigQuery, the team runs SQL over 2 billion RDF triples to identify ~3 million people and ~2 million with recorded…
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