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Graphical Analysis of Full FactorialsExplores the graphical analysis of full factorial experiments, emphasizing efficient data analysis and interpretation of main effects and interactions.
Nonparametric RegressionCovers nonparametric regression, scatterplot smoothing, kernel methods, and bias-variance tradeoff.
Matplotlib: OverviewCovers a wide range of topics in Matplotlib, including simple plots, subplots, and various types of charts.
Matplotlib: Types of GraphsExplores different types of graphs achievable with Matplotlib, showcasing a variety of visualization techniques.
Numerical Optimization with ScipyIntroduces numerical optimization with Scipy, covering zero finding, problem dimensionality, derivatives, and advanced visualization techniques.