Deep Learning / AI & Computer Vision Track

Deep Learning for Visual Perception

Study neural perception models for detection, tracking, segmentation, and scene understanding in autonomous systems.

Intermediate8 weeksPaid

Learning outcomes

  • Understand the core engineering language of deep learning.
  • Connect course concepts to autonomous mobility system design.
  • Evaluate practical tradeoffs, risks, and implementation patterns.
  • Build a stronger roadmap for advanced study and professional practice.

Modules and lessons

Foundations

Visual perception orientation

video - 28 min

Completed

Core concepts and terminology

reading - 22 min

Completed

Applied systems walkthrough

video - 28 min

Available

System Design

Architecture and workflow

video - 28 min

Available

Engineering tradeoffs

reading - 22 min

Available

Knowledge check

quiz - 15 min

Available

Applied Practice

Practical implementation patterns

video - 28 min

Available

Validation and review

reading - 22 min

Available

Capstone assignment

assignment - 45 min

Available