Category Archives: Artificial Intelligence

Techniques to handle imbalanced data in machine learning

Understanding Imbalanced Data The classical data imbalance problem is recognized as one of the major problems in the field of data mining and machine learning as most machine learning algorithms assume that data is equally distributed. In the case of imbalanced data, majority classes dominate over minority classes, causing the machine learning classifiers to be … Continue reading Techniques to handle imbalanced data in machine learning

An Overview of Machine Learning

Many people see machine learning as a path to artificial intelligence (AI). But for a data scientist, statistician, or business user, machine learning can also be a powerful tool for making highly accurate and actionable predictions about your products, customers, marketing efforts, or any number of other applications. Even if you are not technically prepared … Continue reading An Overview of Machine Learning