Struggling with Matplotlib in the optional lab

Course Q&A Machine Learning Specialization Supervised ML: Regression and Classification
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I know the basics of Python and the necessary libraries like NumPy, Pandas, and Matplotlib. However, when I looked at the Matplotlib implementation for graphs and visualization in the optional lab, it seemed difficult. Is this common for beginners, or should I first gain a deeper understanding of these implementations before moving forward?

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This code you will not be graded on, its an additional part of the assignment to complete it. If you can understand its good but its not mandatory!

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Thanks for this clarification!!