Syllabus

The following topics will be covered, subject to changes. See the course web page for a detailed schedule.

• Review of analog and digital signals and systems
• Discrete Fourier and z-transforms
• Sampling theory
• Quantization of signals
• Properties of linear time-invariant (LTI) systems
• Infinite impulse response (IIR) and finite impulse response (FIR) filter design
• Filter structures
• Discrete Fourier Transform
• Spectral analysis
• Machine learning of time series data