Machine learning applications are widely deployed across the software industry. Most of these applications used supervised learning, a process in which labeled data sets are used to find correlations between the labels and the trends in that underlyin...
A data warehouse provides low latency access to large volumes of data. A data warehouse is a crucial piece of infrastructure for a large company, because it can be used to answer complex questions involving a large number of data points.
A data pipeline is a series of steps that takes large data sets and creates usable results from them. At the beginning of a data pipeline, a data set might be pulled from a database, a distributed file system, or a Kafka topic.