Understand and Evaluate Training Data Platform for AI-focused Companies

This article provides a high-level overview of what a TDP is and what to look for in evaluating training data solutions to best suit your needs. Data science teams spend a disproportionate amount of their time processing, labelling and augmenting training data. Training data platforms can help free up time so they can focus on …

How machine learning is used in the dating industry

Since the first commercial dating sites were launched in the mid-1990s, these outlets have evolved into one of the defining social activities of the modern age. With thousands of sites available, the online dating industry has become a global industry generating billions of dollars per annum. One reason for its continued success is the way …

Cybersecurity Protection Increasingly Depends on Capabilities of Machine Learning

Using machine learning to protect the proliferating landscape of IoT and edge devices will ultimately rely on a distributed network model that applies intelligence at different tiers, based on cost, bandwidth and availability. Previously, computing power was centralized in the cloud or an on-premises data center. But many enterprise tasks require a decentralized model, where …

How MLOps Deliver Machine Learning Applications to Scale Production AI

As you work to build your business into an AI-driven enterprise, you’ve probably encountered a few baffling pitfalls along the way. While you have hired top-notch data scientists to build models and invested in expensive data science tools, you still can’t get your AI projects off the ground. Why? What factors make it so hard …