Unifying Organizations’ Machine Learning Vision

Data is growing at an unprecedented rate, and as discussed in previous chapters, businesses are struggling to keep up with the demands of scaling their data processing and modeling infrastructure. As more and more data is generated every day by the various telemetry systems, the ability to scale the operations of data science and machine learning becomes increasingly important. However, scaling data processing infrastructure is not as simple as adding more resources, and there are many challenges that arise when working with increased demand for insights and large datasets that constantly grow.