Machine Learning - The Difference Between Learning and Online Learning

Think twice when you are considering of replacing completely your batch based info structure with an event driven or streaming based infor structure. Not always thisr acement should be even taught, not even done, just tought. The fact that the world around the model is changing does not necessarily mean that the prediction of that model or the behaviour of that model should also ca. There is a mental shift for the data scientists to convert,. if possible, to convert a traditional moderat batch process into an online learning model. Don't forget processing cost. Most of the time, batch processing means that you can use your computing resources much wisely and more efficiently.