• To learn how to work with tabular data using the pandas library
• To learn the basics of digital signal processing with time-series data using the numpy and scipy libraries
• To learn the basics of image processing with image data using the opencv library
• To learn how to generate useful visualizations using the matplotlib library
• Motivation • Numpy • Pandas
• Motivation • Matplotlib • Handling Time • Data Sampling • Data Windowing • Time-Domain Features
• Motivation • Trigonometry • Fast Fourier Transform • Spectrograms • Frequency-Domain Features • Signal Noise • Digital Filters
• Motivation • Colors • Shapes • Image Manipulation • Image Kernels • Thresholding • Outlines
• Exploring a Time-Series Dataset: Parkinsonian Gait • Exploring an Image Dataset: Skin Cancer
