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# System prepended metadata

title: '[Emergen Works] Resources and Project Ideas'

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# [Emergen Works] Resources and Project Ideas

"Take data and apply the main steps of data analysis to it—clean, analyze, and interpret." ([some practice projects](https://www.coursera.org/articles/data-analytics-projects-for-beginners))

"Beginning data analysts should make sure they have a solid technical understanding of Structured Query Language (SQL), Microsoft Excel, and either R or Python."

[Data analyst interview questions](https://www.coursera.org/articles/data-analyst-interview-questions-and-answers)


"A data scientist is responsible for collecting, cleaning, and organizing data. They use their coding skills to develop algorithms and models to find trends and insights in data."

[W3 Python Exercises](https://www.w3schools.com/python/python_exercises.asp)

[Python exercises for beginners](https://pynative.com/python-basic-exercise-for-beginners/)
