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They can be used to test hypotheses, estimate parameters, and make predictions. Machine learning is a field of computerscience that uses statistical techniques to build models from data. These models can be used to predict future outcomes or to classify data into different categories.
Statistics : Fundamental statistical concepts and methods, including hypothesistesting, probability, and descriptive statistics. Data Engineering : Building and maintaining datapipelines, ETL (Extract, Transform, Load) processes, and data warehousing.
Data engineers are essential professionals responsible for designing, constructing, and maintaining an organization’s data infrastructure. They create datapipelines, ETL processes, and databases to facilitate smooth data flow and storage. Data Visualization: Matplotlib, Seaborn, Tableau, etc.
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