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What is Data collection?

Data collection is the process of gathering raw information from various sources, including sensors, surveys, databases, and user interactions. It is essential for AI training, market research, and business intelligence. Ethical data collection ensures accuracy, minimizes biases, and complies with privacy regulations while enabling informed decision-making.

Data science (data scientist)
Data science (data scientist) is an interdisciplinary field that uses algorithms, machine learning, and statistical techniques to analyze and interpret complex datasets. Data scientists develop predictive models, optimize business strategies, and extract actionable insights from data to support decision-making in industries such as healthcare, finance, and marketing.
SDK
SDK refers to a Software Development Kit, a collection of tools, libraries, and documentation that developers use to build applications for specific platforms, operating systems, or frameworks.
Self-supervised learning
Self-supervised learning is a machine learning approach where models learn patterns and features from unlabeled data without requiring human-labeled annotations. It is commonly used in natural language processing, computer vision, and representation learning to improve AI efficiency.

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