Those interested in specific fields may also consider taking an advanced data analysis course. Structured Query Language (SQL): a programming language used for managing relational databases, which can be used to analyze information within those databases. R: a programming language that can be used for data mining. Python: a programming language commonly used for data analysis. Microsoft Excel: spreadsheet software that allows you to collect, clean, organize, and analyze data sets. Consider starting with the following key data analysis tools:² Tools for gathering, wrangling, mining, and analyzing data.ĭata visualization for sharing data analysis findings with stakeholders.Īspiring data analysts may also need to learn how to use specific data analysis tools, which can be taught through different courses. Types of data structures, file formats, and data sources. The full data analysis process, from data collection to sharing key findings. However, students can expect to learn foundational information such as: Data analysis classes will vary based on the goals set by the provider, industry focus, and other factors. Professionals can learn data analysis through online courses, potentially even earning a data analysis certificate.
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