AutoSklearn - Automated Machine Learning (AutoML) HD

#machinelearning #autosklearn #modelmonitoring Link to code (You can click on open in colab link and play around) - https://github.com/srivatsan88/YouTubeLI/blob/master/AutoSklearn.ipynb In this video we will be walking through an automl framework called AutoSklearn. In case if you want to know what AutoML are and their capabilities today you can check the video below https://www.youtube.com/watch?v=RyT47SkRhmg auto-sklearn is an automated machine learning toolkit and a drop-in replacement for a scikit-learn estimator. autosklearn provides easy way to run multiple models and help pick the top ones along with its hyperparameter. It also gives an model deployment code that is easy to be productionized My other automl videos https://www.youtube.com/watch?v=91QljBnvM7s https://www.youtube.com/watch?v=RqhTzEVkfBQ https://www.youtube.com/watch?v=oIFSpnFGX8s