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What is European Data Portal?

European Data Portal is an open-access platform that provides public sector data from EU member states. It supports data-driven policymaking, research, and business innovation by promoting transparency and accessibility of government datasets across various domains, including healthcare, finance, and environment.

Leakage (machine learning)
Leakage in machine learning refers to unintended exposure of information from training data into the model in a way that artificially inflates its predictive performance. It occurs when test data is improperly included in training or when future information leaks into the training process, leading to overfitting and unreliable real-world model performance.
AI Agents
AI agents are autonomous systems that perceive their environment, make decisions, and take actions to achieve specific goals. They use artificial intelligence (AI) techniques such as machine learning, natural language processing (NLP), and reinforcement learning to adapt and improve their performance over time. AI agents are widely used in various applications, including chatbots, recommendation systems, robotic automation, and autonomous vehicles.
Data engineering
Data engineering is the field that focuses on designing, building, and maintaining data infrastructures. It involves ETL pipelines, data storage solutions, and database optimization to support analytics and AI-driven workflows.

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