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Recovering a Production Delta Table to a Known Good Version
POST_START Recovering a Production Delta Table to a Known Good Version Today, I encountered an issue with the production Delta table production.sales.orders. A recent update introduced some inconsistencies, and I needed to recover the table to a known good version. I decided to use Unity Catalog’s versioning features to identify and restore the table to…
A1, category:business, category:education, category:software, category:technology, coding, data engineering, data governance, databricks, Delta, education, good, known, Lakehouse, paragraph ordering, paragraph structure, paragraphorder, production, profession:cloud engineer, profession:data analyst, profession:data engineer, profession:data scientist, profession:database administrator, profession:software engineer, profession:solution architect, progressive learning, recovering, sql, table, unity catalog, version -
Recovering a Production Delta Table to a Known Good Version
POST_START Recovering a Production Delta Table to a Known Good Version Today, I encountered an issue with a production Delta table that had been accidentally modified. The table in question was production.sales.orders, and the latest version contained incorrect data that was causing downstream processes to fail. I needed to recover the table to a known…
A1, category:business, category:education, category:software, category:technology, coding, data engineering, data governance, databricks, Delta, education, good, known, Lakehouse, paragraph ordering, paragraph structure, paragraphorder, production, profession:cloud engineer, profession:data analyst, profession:data engineer, profession:data scientist, profession:database administrator, profession:software engineer, profession:solution architect, progressive learning, recovering, sql, table, unity catalog, version -
Databricks: Machine Learning Models Are Only as Good as the Data They Are Trained On. Do You Agree or Disagree?

Mastering Machine Learning in Germany: Data is King (Seriously!) Okay, so I’ve been working as a data analyst here in Munich for about six months now, and let me tell you – things are fast. The tech scene is incredible, but it’s also incredibly demanding. And if there’s one thing everyone keeps hammering home, especially…
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