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What is Understanding Data Science Fundamentals about?

Data Science is a field that analyzes large datasets to derive insights, involving data collection, problem-solving, and interdisciplinary knowledge. It encompasses structured and unstructured data, with various collection methods and a defined workflow consisting of understanding data, preprocessing, model building, and evaluation. The evaluation of models is crucial for assessing their performance and reliability using metrics like Mean Squared Error for regression and accuracy for classification.

Author

takundavs

Language

EN