Apache Airflow is designed to express ETL pipelines as code and represent tasks as graphs that run with defined relationships and dependencies. A Directed Acrylic Graph (DAG) is a graph coded in Python that represent the overall pipeline with a clear execution path—and without loops or circular dependencies.
Data monetization is a process that uses data to create monetary value in the organization. Data products are the source of data that comes in raw or refined forms such as data sets, reports, analysis results, applications, etc
Machine learning, a subfield of AI, has become a crucial component of developing tools and applications for data analysis and decision-making in the digital age.
Machine Learning is an application in which machines can learn automatically from their experiences or train data to make predictions detecting patterns and creating its own rules.
Companies that incorporate Machine Learning models usually improve their operating leverage but have to carefully watch the behavior of profit margins as revenues go up or down.
Human-made brainpower, otherwise called AI, is mainly used to computerize natural intelligence, including replicating human‑like intelligence, or collective intelligence, capable of recreating the same decisions and actions that a naturally occurring intelligence would do.