Where Change Is Welcome
MLOps is emerging now more than ever in everyday workflows. Data Engineers are often tasked with the plumbing work to make data available for machine learning models. Even though statistically a small number of models get deployed to production, the…
The list of issues that can derail a data migration can be scary. This is why, as far back as 2009, and as recently as 2021, Gartner has released statistics detailing the prevalence of failed, delayed, and over budget data…
Organizations today use a ton of cloud services. Estimated averages range anywhere from a couple hundred per organization to almost 1300 per. Most of these come in the form of SaaS apps, all of which contain valuable data. On top…
Over the past 20 years the relationship between hardware, software and data has changed dramatically. The consequences for your business have too. The simplicity of hardware, software, and a tiny sliver of data in the middle, contained within a single…
People and machines create an unfathomable amount of data every day. It enables businesses to operate efficiently and understand where their business is moving. But without proper management and solid architectural design practices, valuable data soon becomes lost or unusable.…
The digital world moves fast. To keep up with customers (and competitors), organizations need to make split-second decisions and take action in real-time. Because as Nucleus Research pointed out, data has a half-life when it comes to tactical, operational, and…
What is a Data Warehouse? Data warehouses are centralized repositories used to store data for an entire organization. Data warehouses contain data from many disparate data sources and can often be quite large. Data warehouses are different from other data…
Messaging Oriented Middleware (MOM) applications have been around for a very long time and Kafka is just one of the latest and, as of late, one of the most popular. With Snowflake also having mass popularity, it’s no surprise streaming…
What is PostgreSQL? PostgreSQL is a relational database that stores data in tables, rows, and columns with pre-defined relationships. This is as opposed to NoSQL or document storage solutions that lack these features and give up advanced analytical capabilities in…
Kafka vs. Kinesis: A Deep Dive Comparison Data comes at businesses today at a relentless pace – and it never stops. It’s a good thing too. The data-driven enterprise is more likely to succeed. According to McKinsey, “companies with the…