Machine learning forecasting in modern finance

Machine learning forecasting in modern finance

Forecasting is an everyday activity in today’s financial organizations. Estimating quarter-end revenue figures, balancing the books for incoming and outgoing cash flow, and forecasting operational expenditures are necessary to enable the best possible estimate of a given proposal’s outcome. These activities can be time and resource-intensive when…

ML Operationalization: Building a path to real-world business success

Operationalizing and scaling machine learning to drive business value can be challenging. While many businesses have started diving into it, only 13% of data science projects actually make it to production. Moving from the experiment phase of ML (machine learning) to real-world deployment is difficult, as the journey requires finetuning ML models to fit…