Archives for online machine learning
A Hoeffding tree is an incremental decision tree that is capable of learning from the data streams. The basic assumption about the data is that data is not changing over time helps in building a Hoeffding tree
What if you want to do machine learning with the data that is in motion? What if you wish to train machine learning models on real-time data? The answer is Online Machine Learning
When data is continuously streamed, online learning is essential in order to do real-time analysis.
The data which is generated continuously in an incremental manner from different sources can be considered as the streaming data.