JOB: Data Science
1. Probability & Statistics: Data Science is about using capital processes, algorithms, or systems to extract knowledge, insights, and make informed decisions from data.
2. Multivariate Calculus & Linear Algebra: Most machine learning, invariably data science models, are built with several predictors or unknown variables.
3. Programming, Packages and Softwares: Data Science essentially is about programming. While there is no specific rule about the selection of programming language, Python and R are the most favored ones.
4. Data Wrangling: Often the data a business acquires or receives is not ready for modeling.
5. Database Management: For me, data scientists are different people, master of all jacks.
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