Hyperparameter Optimization: This Tutorial Is All You Need

In this video, I show you how you can use different hyperparameter optimization techniques and libraries to tune hyperparameters of almost any kind of model or just to optimize any function! 00:00 Introduction 03:00 Grid Search 12:40 Random Search 16:00 Grid/Random Search with Pipelines 21:03 Bayesian Optimization with Gaussian Process 38:30 Hyperopt 48:43 Optuna Please subscribe and like the video to help me keep motivated to make awesome videos like this one. :) To buy my book, Approaching (Almost) Any Machine Learning problem, please visit: https://bit.ly/buyaaml Follow me on: Twitter: https://twitter.com/abhi1thakur LinkedIn: https://www.linkedin.com/in/abhi1thakur/ Kaggle: https://kaggle.com/abhishek