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MathWorks Computer Vision Engineer
Coursera
Professional Certificate
Unknown

MathWorks Computer Vision Engineer

MathWorks

Learn to extract information from images and video, build deep learning models for object detection and classification using advanced data techniques.

UnknownEnglish

About this Course

Prepare for a career in the rapidly expanding field of computer vision. The ability to extract meaningful information from visual data is crucial for efficiently developing smart monitoring systems, enhancing medical diagnostics, and powering the next generation of autonomous vehicles. This program is designed to transform those with little or no prior image data experience into proficient computer vision practitioners by completing several hands-on projects with real-world applications. By the end of the program, you will have the skills necessary to automate image processing tasks, detect and track motion, train deep learning models for image classification and object detection tasks, and implement advanced deep learning techniques like data augmentation and AI-assisted annotation. Possessing these skills will prepare you to keep pace with modern systems, which increasingly incorporate cameras into their designs. Throughout the program, you will use MATLAB, an industry-standard platform known for its user-friendly interface and robust functions that simplify complex algorithms. The intuitive apps and functions mean that you don't need to be a programmer or math expert to achieve success. You will leverage MATLAB capabilities to rapidly prototype and iterate on solutions, giving you a competitive edge in the job market and the confidence to push the boundaries of what's possible in computer vision and deep learning

What You'll Learn

  • Automatically extract information from images
  • Detect and track objects in images and videos
  • Apply the complete deep learning workflow to vision tasks
  • Export models to common formats

Prerequisites

  • Basic computer and internet skills
  • Ability to follow English course instructions and complete exercises

Instructors

S

Sam Jones

Senior Online Course Developer

A

Amanda Wang

Online Course Developer

I

Isaac Bruss

M

Megan Thompson

Senior Online Course Developer

Topics

Electrical Engineering
Physical Science and Engineering
Machine Learning
Data Science
Anomaly Detection
Applied Machine Learning
Artificial Intelligence and Machine Learning (AI/ML)
Artificial Neural Networks
Automation
Classification Algorithms

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

الهندسة الكهربائية
الهندسة والعلوم الفيزيائية
التعلم الآلي
علوم البيانات
الكشف عن الشذوذ
التعلم التطبيقي
الذكاء الاصطناعي
الشبكات العصبونية الاصطناعية
Automation
Classification Algorithms

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