Why Embedded Innovation Is Key to Digital Transformation

“Digital transformation” is the hottest phrase of 2023, encapsulating everything from supply chain disruptions to the AI gold rush. It’s the challenge companies are undertaking to make sure they keep pace with today’s rapidly evolving technology and interconnected digital world. For business leaders, the biggest focus is on making sure their internal processes are intertwined […]

What Is a Feature Store in Machine Learning?

A feature store is a centralized platform for managing and serving the features used in machine learning (ML) models. A feature is an individual measurable property or characteristic of data that is used as input to an ML model. In order to build effective ML models, it is critical to have high-quality, well-engineered features that […]

Data Explainability: The Counterpart to Model Explainability

Today, AI and ML are everywhere. Whether it’s everyone playing with ChatGPT (the fastest adopted app in history) or a recent proposal to add a fourth color to traffic lights to make the transition to self-driving cars safer, AI has thoroughly saturated our lives. While AI may seem more accessible than ever, the complexity of AI models has increased exponentially.  AI models fall […]

Multi-Cloud in the World of AI

ChatGPT has emerged as a groundbreaking innovation, taking the collective imagination of technologists by storm, and promising to revolutionize how humans and machines interact. Companies and developers worldwide are harnessing the power of ChatGPT. Many applications are in heavy development, and it has quickly become an essential component of the artificial intelligence (AI) ecosystem. The […]

The Value of Data Analytics in the Health Care Industry

While the health care industry has lagged a bit behind other industries in adopting artificial intelligence (AI) and machine learning (ML) – and rightfully so, considering very valid security and safety concerns – its leaders have undergone a mindset shift, recognizing the value of technological innovations and data analytics.  Since its implementation, data analytics has completely transformed health care, influencing […]

Machine Learning 101

Machine learning (ML) is a subfield of AI that helps train machines to make decisions or complete tasks independently by studying and learning from data. Machine learning enables computers to learn, understand, and make decisions or perform tasks like humans without explicit programming.  Machine learning includes the process of building mathematical models from sample historical data […]