Simple and Efficient Machine Learning Prototyping in Python Using Sweetviz and PyCaret
Prototyping new models can be a time-consuming process. It combines business understanding, data understanding, data preparation, model creation, and evaluation. Luckily, there are a few ways to speed up the process to enable fast decision-making in a business setting.
Common Supervised Machine Learning Algorithms
Supervised machine learning is a branch of artificial intelligence that involves training algorithms to make predictions or classifications based on input data. We have a labeled dataset in supervised learning, meaning we have input features and corresponding output values. The goal is to train a model to predict output values for new, unseen input data accurately