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2026-2027 General Catalog

ECE180

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ECE 180 - INTRODUCTION TO DEEP LEARNING

Full Course Title

INTRODUCTION TO DEEP LEARNING

Abbreviated Course Title

INTRO DEEP LEARNING

Instructor Name(s)

MANJUNATH

Course Description

Introduction to multilayered neural networks, early models of perceptrons and associative memory; back-propagation learning; convolutional neural networks; recurrent neural networks; attention models; applications to natural language processing and computer vision.

Units Fixed

4

Maximum number of times course can be repeated for additional credit

0

Maximum Units

4

Prerequisites

Open to EE, Computer Engineering and Computer Science with upper-division standing.

Programs

ECE180 is a completion requirement for:

UC Santa Barbara
Santa Barbara, California 93106
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