Collects, processes, and displays geographic information system data and images, including GPS and satellite imagery, in order to create geographic models and data images for more accurate modeling and forecasting of trends. Placing data within its geography can provide insights that would not be immediately apparent when analyzed with traditional data imaging methods.
Data analysis is the thorough and careful review and interpretation of data collected through a study. Data analysis then yields results that can be used to accurately answer research questions.
In AI and machine learning projects, instead of processing raw data directly, it is necessary to make it more meaningful and processable. An important concept that comes into play at this point is Embedding.
In the field of artificial intelligence and machine learning, various sampling methods are used to generate new data using the information learned by the models.
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