The Titanic dataset is a well-known dataset that contains information about the passengers on the Titanic, a British passenger liner that sank in the North Atlantic Ocean on April 15, 1912. The dataset includes information such as the passengers’ names, ages, genders, ticket class, and whether or not they survived the disaster. The Titanic dataset is often used in introductory data science tutorials and exercises, as it provides a simple, yet interesting, dataset to work with. It can be used to explore a variety of data science concepts, such as data exploration, visualization, and predictive modeling.
Are you struggling to find the best hyperparameters for your machine learning model? With Python’s Scikit-learn library, you can use grid search to fine-tune your model and improve its performance. In this article, we’ll guide you through the process of hyperparameter tuning for a classification model, using a random decision forest that predicts the survival … Read more
