Interactive visualizations in Python using ipywidgets with Matplotlib or Plotly enable dynamic data exploration through sliders, dropdowns, and buttons. These tools support adjustable parameters for 2D and 3D plots, customizable layouts with VBox and HBox, and seamless integration within Jupyter notebooks for enhanced analysis.