Apache Spark is one of the most popular open-source engines for Big Data processing and analytics. Its distributed architecture can process workloads in a highly parallelized manner, thus allowing Spark … Read more
Classification is a supervised machine learning problem in which the task is to predict the correct class labels (two or more) for a set of observations. An essential step in … Read more
In time series regression, the number of neurons in the final output layer determines how many steps in a time series the model can predict. We can design neural network … Read more
Cluster analysis is an unsupervised machine learning technique that groups similar objects into clusters and separates them from different ones. In unsupervised learning, the model recognizes patterns and associations from … Read more
Credit card fraud has become one of the most common use cases for anomaly detection systems. The number of fraud attempts has risen sharply, resulting in billions of dollars in … Read more