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What is datascience? Datascience is analyzing and predicting data, It is an emerging field. Some of the applications of datascience are driverless cars, gaming AI, movie recommendations, and shopping recommendations. These data models predict outcomes of new data. Where to start?
With the emergence of ARCGISpro which will replace ArcMap by 2026 mainly focusing on datascience and machine learning, all the signs that machine learning is the future of GIS and you might have to learn some principles of datascience, but where do you start, let us have a look.
By storing all model-training-related artifacts, your data scientists will be able to run experiments and update models iteratively. Versioning Your datascience team will benefit from using good MLOps practices to keep track of versioning, particularly when conducting experiments during the development stage.
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