• Courses
  • ECE
  • ECE 283

    • MACHINE LEARNING: A SIGNAL PROCESSING PERSPECTIVE . ECE 283

    Machine learning algorithms from a signal processing viewpoint; unsupervised learning (K-means, deterministic annealing, EM algorithm); supervised learning (Support Vector Machines, neural networks); regression; Bayesian inference and tracking using Markov chain Monte Carlo and sequential Monte Carlo (particle filter) techniques.

    + Add to schedule
    Prerequisites: ECE 235.

    4

    Units

    Letter

    Grading

    1, 2, 3

    Passtime

    Graduate students only

    Level Limit

    Engineering

    College
    Instructors
    JEONG H
    No info found
    Lecture
    PHELP1437
    M W
    14:00 PM - 15:50 PM
    40 / 40 Closed
    Enrollment Trends
    Past Enrollment Trends (1)
    Spring 2024 . Jeong H
    PHELP1437
    T R
    14:00 PM - 15:50 PM
    Grading Trends (7)
    See All
    ECE 283 Jeong H Spring 2024 Total: 20
    ECE 283 Jeong H Spring 2023 Total: 15
    You Might Also Like
    ECE 252B
    23 / 25 Enrolled
    Computer Arithmetic
    Behrooz Parhami 2.4
    M W
    12:00 PM - 13:50 PM
    53.8% A
    ECE 261
    0 / 25 Closed
    INTRODUCTION TO NANOPHOTONICS
    Schuller J A
    T R
    14:00 PM - 15:50 PM
    100.0% A
    ECE 271C
    21 / 25 Enrolled
    Optimal Control of Dynamic Systems
    Jason Marden 4.3
    T R
    10:00 AM - 11:50 AM
    78.8% A
    ECE 275
    25 / 25 Full
    From Statistical Mechanics to Quantum Computing: A Unified View
    Kerem Camsari 4.8
    M W
    14:00 PM - 15:50 PM
    ECE 281B
    39 / 39 Closed
    Advanced Topics in Computer Vision
    B. S. Manjunath 4.0
    M W
    10:00 AM - 11:50 AM
    81.6% A
    ECE 295
    1 / 20 Enrolled
    Group Studies: Controls, Dynamical Systems, and Computation
    Andrew Teel 4.3
    F
    14:30 PM - 16:50 PM