A subset of artificial intelligence (AI) is machine learning (ML) enables computers to "self-learn" from training data and get better over time without having to be specifically programmed. Detecting patterns…
Dimensionality reduction is a technique that is used for reducing the number of input variables present in the dataset. This is done to ease the task of modeling as the…
Hello everybody, I hope everything is going well. We will talk about 8 ways to handle Imbalance data in Python in this blog post and how it impacts the outcome…
Outliers are one of the key parts of a dataset that must be removed during cleaning and pre-processing by using feature engineering approaches. Let us understand what outliers is; these…
Introduction Machine learning is a form of artificial intelligence that helps us build software applications that can make accurate predictions. Without explicitly programming the models, the machine learning algorithms use…
Sam has built a classification model to predict whether the person has a heart attack or not. Now he wants to evaluate the performance of his model. There are a…
