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3 cards from this section. Quick, good the night before a test.
Name one tool used for data cleaning.
It is a popular library in Python.
What is the purpose of Matplotlib?
Think of graphs and charts.
Which library is commonly used for data cleaning?
Think of data preparation.
True or False, Plotly is a library used for data visualization.
Recall the types of plots you can create.
You have a large dataset that you need to analyze using machine learning techniques. It is too big for Pandas. What strategies and tools would you employ to manage this dataset?
Focus on scalability and performance.
After deploying a model, you notice a drop in performance. What steps would you take to diagnose and rectify the issue?
Evaluate possible causes of model failure.
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