Predictive analytics is a type of data analysis that uses statistical algorithms and machine learning techniques to identify patterns in data and make predictions about future events. It involves analyzing current and historical data to make predictions about future events or outcomes, such as customer behavior, market trends, or risk assessment. Predictive analytics relies on data mining, machine learning, and statistical analysis to make predictions.
Data Visualization Data visualization is the process of creating graphical representations of data in order to better understand, analyze, and communicate the insights and patterns that are present in the data. It involves using visual elements, such as charts, graphs, and maps, to represent data in a way that is easy to understand and interpret. Overall, data visualization is an important tool for data analysis and communication, and it is widely used in a variety of fields and applications, including business, science, and government.