Everything in this universe is captured and preserved in the memory, in large scale we can refer it as Databases. Before we can proceed on how Data can make or break AI, let's see what Data Annotation is. Data annotation is the process of appending important data to the original data. This dataset is without form or clarity at the beginning phase and therefore it is ambiguous … [Read more...] about Why Data & Data Annotation Make or Break AI
Data analytics
Insurance Data Analytics for Competitive Growth Standards
The insurance industry is data-driven. Data analytics plays a critical role in sales and distribution, fraud detection and prevention, and most importantly in underwriting, risk management, and claims processing. It also provides valuable customer behavior ideas for the insurers to benefit in strategic decision making. Insurance data analytics builds the guidelines for … [Read more...] about Insurance Data Analytics for Competitive Growth Standards
How to Fix Your Data Quality Problem
Data quality is top of mind for every data professional ” and for good reason. Bad data costs companies valuable time, resources, and most of all, revenue. So why are so many of us struggling with trusting our data? Isn't there a better way? The data landscape is constantly evolving, creating new opportunities for richer insights at every turn. Data sources old and new mingle … [Read more...] about How to Fix Your Data Quality Problem
What is Data Observability?
Observability is no longer just for software engineering. With the rise of data downtime and the increasing complexity of the data stack, observability has emerged as a critical concern for data teams, too. Developer Operations (lovingly referred to as DevOps) teams have become an integral component of most engineering organizations. DevOps teams remove silos between software … [Read more...] about What is Data Observability?
Data Quality You’re Measuring It Wrong
This article was first posted on Towards Data Science. One of our customers recently posed this question: I would like to set up an OKR for ourselves [the data team] around data availability. I'd like to establish a single KPI that would summarize availability, freshness, quality. What's the best way to do this? I can't tell you how much joy this request brought me. As … [Read more...] about Data Quality You’re Measuring It Wrong
