Data Observability: How to Prevent Broken Data Pipelines. The relationship between data downtime, observability, and reliable insights
While the technologies and techniques for analyzing, aggregating, and modeling data have largely kept pace with the demands of the modern data organization, our ability to tackle broken data pipelines has lagged behind. So, how can we identify, remediate, and even prevent this all-too-common problem before it becomes a massive headache? __The answer lies in the data industry’s next frontier: _[**_data observability](https://towardsdatascience.com/data-observability-the-next-frontier-of-data-engineering-f780feb874b).**
When you were growing up, did you ever read a Choose Your Own Adventure novel? You, the protagonist, are responsible for making choices that will determine the outcome of your epic journey, whether that’s slaying a fire-breathing dragon or embarking on a voyage into the depths of Antarctica. If you’re in data, these “adventures” might look a little different:
It’s 3 a.m. You’ve spent the last four hours troubleshooting a data fire drill, and you’re exhausted. You need to figure out why your team’s Tableau dashboard isn’t pulling the freshest data from Snowflake so that Jane in Finance can generate that report… yesterday.
You’re migrating to a new data warehouse and there’s no way to know where important data lives. Redshift? Azure? A spreadsheet in Google Drive? It’s like a game of telephone trying to figure out where to look, what the data should look like, and who owns it.
In this article, see the role of big data in healthcare and look at the new healthcare dynamics. Big Data is creating a revolution in healthcare, providing better outcomes while eliminating fraud and abuse, which contributes to a large percentage of healthcare costs.
‘Data is the new science. Big Data holds the key answers’ - Pat Gelsinger The biggest advantage that the enhancement of modern technology has brought
We need no rocket science in understanding that every business, irrespective of their size in the modern-day business world, needs data insights for its expansion. Big data analytics is essential when it comes to understanding the needs and wants of a significant section of the audience.
We ain’t doing the same thing.Dream of Becoming a Big Data Engineer? Discover What Sets Us Apart From Software Engineers
Know the Difference Between a Data Scientist and a Data Engineer. Big data engineer certification and data science certification programs stand resourceful for those looking to get into the data realm.