What is Data Ecosystem?
In the broader data ecosystem , Data Science is interconnected with several related fields, each contributing to or benefiting from the insights and methods developed within Data Science. These topics form an integrated system that enhances data-driven decision-making and technological advancements. Below are key areas linked with Data Science: 1. Big Data Description : Refers to extremely large datasets that are challenging to process using traditional methods due to their volume, velocity, variety, and veracity (4 V’s). Link to Data Science : Data science methods, such as machine learning and statistical analysis, are applied to extract insights from Big Data. Technologies like Hadoop, Apache Spark, and distributed databases help manage and process this data. Application : Real-time analytics, fraud detection, personalization in e-commerce, social media analysis. 2. Artificial Intelligence (AI) Description : The simulation of human intelligence processes by machines, particularly com...