Ali Vijdaanvijdaancoding.hashnode.dev·Jun 19, 2024Finding the Best Model For You - A Guide to Grid Search CVI remember first starting out as a data scientist and manually changing hyper-parameters for hours. It was frustrating. It was time-consuming. Sometimes I would change the model all-together. That was until I started using GridSearchCV. What is GridS...sgd
satish Mishratechtonics.hashnode.dev·Apr 7, 2023Demystifying fit_transform and transform in Scikit-learn: Which Method to Use for Data Preprocessing and When?Machine learning models often require data preprocessing before being trained. Preprocessing involves transforming the raw data into a format that is more suitable for machine learning algorithms. In scikit-learn, there are two methods used for data ...76 readsMachine Learning
Stylianos Kampakisthedatascientist.hashnode.dev·Jan 20, 2023How to use Gradient-Boosted Decision Trees in Python?Gradient-Boosted Decision Trees is one of the most popular techniques in machine learning and for a good reason. It is one of the most powerful algorithms in existence, works fast and can give very good solutions. In this article, we will look at how...71 readsPython
