EC-802 (A) AI & Signal Processing Notes
5 notes for AI & Signal Processing, unit by unit.
Notes for EC-802 (A)
- Unit 1 · Short notes Introduction of AI What is AI? · Foundations of AI · History of AI · Agents and environments · The nature of the environment · Problem‑solving agents
- Unit 2 · Short notes Knowledge and Reasoning Knowledge‑based agents · Knowledge representation · Reasoning and logic · Propositional logic · First‑order logic · Using first‑order logic
- Unit 3 · Short notes Learning Learning from observations · Forms of learning · Inductive learning · Learning decision trees · Why learning works · Learning in neural networks
- Unit 4 · Short notes Orthogonal transforms Discrete Fourier Transform (DFT) · Discrete Cosine Transform (DCT) · Haar transform · Properties of DFT · Fast Fourier Transform (FFT) structures · Decimation‑in‑time
- Unit 5 · Short notes Multirate signal processing Basic structures for sampling‑rate conversion · Decimators and interpolators · Multistage design of interpolators and decimators · Polyphase decomposition and FIR structures · Computationally efficient sampling‑rate converters · Lagrange interpolation
More for EC-802 (A)
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- EC-802 (C) 5G Technology
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- EC-803 (B) Digital Image Processing
- EC-803 (C) Speech Processing
- EC-804 Advanced Communication Engg. Lab