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This lecture introduces the field of neuroinformatics, focusing on the highly heterogeneous neuroscience data at different resolutions, from subcellular to whole brain scale. It covers various techniques such as microarrays, gene sequencing, immuno-staining, and more. The lecture also discusses data integration, experimental data gathering, model validation, and the importance of metadata in organizing and sharing neuroscience data.