Information Data Acquisition Method and Process Based on Artificial Intelligence

Data collection involves extracting, transforming, and standardizing data from various sources to facilitate subsequent analysis, processing, and utilization. This process includes multiple steps, such as identifying data sources and cleaning data. In the field of artificial intelligence, data collection is fundamental to achieving machine learning and deep learning technologies, enhancing prediction accuracy, and aiding in model training. This paper focuses on the methods and processes of artificial intelligence data collection, briefly explaining the principles, importance, and guidelines of AI data collection. It provides an in-depth analysis of different collection methods and emphasizes the specific procedures involved in data collection.