5 AI startups leading MLops

Along with the huge and increasing demand for AI applications, there's a complementary hunger for infrastructure and supporting software that make AI applications possible. From data preparation and training to deployment and beyond, a number of startups have arrived on the scene to guide you through the nascent world of MLops. Here's a look at some of the more interesting ones that will make your AI initiatives more successful. Weights & Biases is becoming a heavyweight presence in the machine learning space, especially among data scientists who want a comprehensive and well-designed experiment tracking service. Firstly, W&B has out-of the box integration with almost every popular machine learning library (plus it's easy enough to add custom metrics).