Building a feature store or feature platform for machine learning is exciting work. However, most teams tasked with building a machine learning platform aren’t aware of all the challenges they will face.
If your team is considering building a feature store or feature platform and isn’t sure where to start, then this whitepaper is for you.
Download today to learn some of the key challenges and considerations you’ll need to make when designing your solution, such as how to:
- Manage the data pipelines needed to get machine learning models into production
- Automate batch, streaming, and real-time data pipelines
- Reduce training / serving skew
- Plan for engineering support, tech lock-in, and scaling to support more models and features