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The next phase of the course introduced John to data structures such as lists, tuples, dictionaries, and sets. He learned how to manipulate and analyze data using these structures, and how to use built-in functions like sorted() , filter() , and map() . John also learned about file input/output operations, including reading and writing text files, CSV files, and JSON files. He built several projects, including a simple text-based calculator and a program to manage a library's book collection.

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The course then introduced John to the world of data analysis and visualization. He learned how to work with popular libraries like Pandas, NumPy, and Matplotlib, and how to use them to analyze and visualize data. John gained hands-on experience with data manipulation, data cleaning, and data visualization, and built several projects, including a data analysis dashboard and a visualization of COVID-19 cases. The next phase of the course introduced John