Datasets
Datasets refer to a collection of data that is organized in a specific format for ease of use and analysis. In the context of data science and artificial intelligence, datasets are crucial for training and testing machine learning models. Datasets can be structured, semi-structured, or unstructured, and can be sourced from various places such as databases, APIs, or web scraping. The quality and size of the dataset are important factors that can affect the accuracy and performance of machine learning models. Data scientists and AI experts spend a significant amount of time cleaning, preprocessing, and transforming datasets to ensure that they are suitable for analysis and modeling. Datasets can also be used for exploratory data analysis, where patterns and insights can be discovered to inform business decisions or research questions.
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