The unmistakable need for datafication

datafication

Since the term big data started this big wave of everyone turning to data as a resource, many companies jumped on board. But it’s easy to utilize data when you can precisely point it out or quantify it. What happens with all the events that you previously couldn’t pinpoint? This is where datafication comes in.  […]

Data poisoning – an unexpected foe

data poisoning

Recently, there has been a big buzz around the downsides and negative effects of AI and ML. This has sparked the conversation on adversarial ML and adversarial attacks. Alongside the usual types of attacks, one type has stood out, especially in consideration of copyright infringement. Data poisoning has been making waves, and now people are […]

From continuous intelligence to composite AI – a mix for success

continuous intelligence

Leveraging business intelligence to make decisions has been the core of any company that somehow wants to utilize data. An approach to the ever-growing data volume has been to integrate BI systems into everyday operations. Which is perfectly fine and might work for some. The issues appear when data velocity becomes greater and data starts […]

Utilizing multimodal ML in a fast-shifting world

multimodal ML

AI and machine learning are both terms that we so freely use. But, what many do not understand is that there are so many sub-areas of these disciplines. And we use them all interchangeably, which would be misleading. ML, in itself, can be divided into supervised, unsupervised, semi-supervised, and reinforcement learning. Each one comes with […]

What can we learn about federated learning?

federated learning

We all know that for machine learning you have to train models on data before actually having fully functional systems that derive results. The same goes for AI. The traditional approach is to collect data, prepare data, train models, and deploy them. But, considering the amount of data and devices we use daily, there was […]

Data lineage – let’s talk what’s good about it

data lineage

Every piece of information or data goes through a journey from creation to final utilization. On this journey, you must keep points where something happened to that data. We often disregard all that is related to data by thinking that the information we got is as it is. After its utilization, you either forget about […]

Your unique journey, your unique premium: Custom Pricing Unveiled

custom pricing

Picture this: On one hand, we have a thrill-seeking adventurer, who embraces a life of adrenaline and excitement, constantly seeking new challenges to conquer. Their world is brimming with boundless energy, exploring the wilderness through activities like rock climbing, off-road biking, or bungee jumping. On the other hand, we have a detail-oriented accountant working in […]

Data veracity – why should you never forget about it

data veracity

Data, in itself, has many characteristics and challenges, especially in the world of big data. Those who utilize or collect data know about the hardships it brings. That’s why there are some widely known descriptions and parameters of data where certain characteristics are described for better management. One of the best examples are 5 V’s […]

Why should you focus on augmented data management

augmented data management

As time goes on and the volume of data rises, traditional data management processes aren’t enough. It gets more complicated and time-consuming to draw out valuable data, process it, and prepare it for other data-related tasks. But, with the development of AI, we see the possibilities of augmented data management.  Traditional approaches are falling somewhat […]

How to manage the pull of data gravity

data gravity

If you are an enterprise company or an entity that either generates or collects enormous amounts of data, then you must be familiar with the fact that the more data you have, the more you’ll add on. As soon as you recognize the value of data in your everyday operations, you will see that data […]