Whether you’re a novice data science enthusiast setting up TensorFlow for the first time, or a seasoned AI engineer working with terabytes of data, getting your libraries, packages, and frameworks installed is always a struggle. While containerization tools like Docker have truly revolutionized reproducibility in software, they haven’t quite caught on yet in the data science and AI communities, and for good reason!
- Learn how Datmo helps you wrangle the zoo of programming animals to create an easy-to-deploy machine learning API with an adaptable architecture. What’s an API? APIs (Application Program Interfaces) are software communication methods developed on a particular standard. Many companies have their own public API products that solve specific problems for developers —by passing their API a parameter as an input, the user can receive an output without needing to know (or understand) how the underlying task is done.