Data Engineering Engineering Management Report 
Cloudera
AUGUST 20, 2020
Analysis of this data presents three challenges. First, the size of the data is significant. The amount of time to pull, curate, transform, retrieve and report on that data is time intensive. Second, the data set is likely to evolve, which will consume additional development time and resources. Objective.
TechCrunch
MAY 3, 2022
A separate Gartner report found that only 53% of projects make it from prototypes to production, presumably due in part to errors — a substantial loss, if one were to total up the spending. As for Sheth, he also worked at Google as a staff software engineer, managing the Google Speech Recognizer platform.
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O'Reilly Media - Data
APRIL 11, 2018
It’s important to understand the differences between a data engineer and a data scientist. Misunderstanding or not knowing these differences are making teams fail or underperform with big data. I think some of these misconceptions come from the diagrams that are used to describe data scientists and data engineers.
O'Reilly Media - Ideas
JULY 28, 2020
Many companies face a problem that’s even worse: no one knows which levers contribute to the metrics that impact business outcomes, or which metrics are important to the company (such as those reported to Wall Street by publicly-traded companies). Data Quality and Standardization. Deployment. If the product isn’t “viable” (i.e.,
AWS Machine Learning - AI
AUGUST 8, 2024
Twilio’s use case Twilio wanted to provide an AI assistant to help their data analysts find data in their data lake. They used the metadata layer (schema information) over their data lake consisting of views (tables) and models (relationships) from their data reporting tool, Looker , as the source of truth.
Cloudera
OCTOBER 18, 2022
We were required to report back on a weekly basis with our progress and overall trajectory. This enabled us to ingest data faster, more reliably, and in deeper detail, while saving on licenses. This brings data directly into the Data Warehouse , which is stored as Parquet into Hive/Impala tables on HDFS.
Cloudera
JUNE 30, 2022
Today’s general availability announcement covers Iceberg running within key data services in the Cloudera Data Platform (CDP) — including Cloudera Data Warehousing ( CDW ), Cloudera Data Engineering ( CDE ), and Cloudera Machine Learning ( CML ). We selected change data capture as our first use case on Iceberg.
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