# Online Learning

### Online (Classical) Learning

1. If you want to start with OL - [start here](https://dziganto.github.io/data%20science/online%20learning/python/scikit-learn/An-Introduction-To-Online-Machine-Learning/) & [here](https://www.analyticsvidhya.com/blog/2015/01/introduction-online-machine-learning-simplified-2/)
2. Shay Shalev - [A thesis about online learning](http://ttic.uchicago.edu/~shai/papers/ShalevThesis07.pdf) 
3. [Some answers about what is OL,](https://www.quora.com/What-is-the-best-way-to-learn-online-machine-learning) the first one actually talks about S.Shalev’s [other paper.](http://www.cs.huji.ac.il/~shais/papers/OLsurvey.pdf)
4. Online learning - Andrew Ng - [coursera](https://www.coursera.org/learn/machine-learning/lecture/ABO2q/online-learning)
5. [Chip Huyen on online prediction & learning](https://huyenchip.com/2020/12/27/real-time-machine-learning.html)
6. [River](https://github.com/online-ml/river/) is a Python library for [online machine learning](https://www.wikiwand.com/en/Online_machine_learning)\
   ![](https://83674056-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-Mgd48oS5_duTKOVE_Et%2Fuploads%2FmmrGK37xlBVxTNwNQKst%2Fimage.png?alt=media\&token=e3519d9b-e88d-4048-9ab3-205a1f0529f1)
7.

### Online Deep Learning (ODL)

1. [Hedge back propagation (HDP), Autonomous DL, Qactor](https://towardsdatascience.com/online-deep-learning-odl-and-hedge-back-propagation-277f338a14b2) - online AL for noisy labeled stream data.