Computer Vision Essentials
Free Intermediate course · 12 lessons · 4 weeks · Certificate on completion
Teach machines to see. Image classification, detection, and segmentation with modern deep learning. Across 12 lessons you'll move from fundamentals to a portfolio-ready outcome — at your own pace, with quizzes after each lesson and a final exam to certify your mastery.
What you'll learn
- How images become tensors
- Convolutional networks explained
- Training an image classifier
- Data augmentation that helps
- Object detection basics
- Image segmentation
Skills you'll pick up
- How images become tensors
- Convolutional networks explain
- Training an image classifier
- Data augmentation that helps
- Object detection basics
- Image segmentation
Tools covered
- Computer Vision
- Real-world projects
- Quizzes
- Final exam
Course modules
Module 1: How images become tensors
Module 1 of Computer Vision Essentials. 3 lessons · 3h
Module 2: Convolutional networks explained
Module 2 of Computer Vision Essentials. 3 lessons · 3h
Module 3: Training an image classifier
Module 3 of Computer Vision Essentials. 3 lessons · 3h
Module 4: Data augmentation that helps
Module 4 of Computer Vision Essentials. 3 lessons · 3h
Lessons in this course
- How images become tensors
- Convolutional networks explained
- Training an image classifier
- Data augmentation that helps
- Object detection basics
- Image segmentation
- Transfer learning in practice
- Evaluating vision models
- Computer Vision: Deep dive 9
- Computer Vision: Deep dive 10
- Computer Vision: Deep dive 11
- Computer Vision: Deep dive 12
Instructor
Elena Rusu — Computer Vision Engineer
Elena Rusu is a Computer Vision Engineer with years of hands-on experience teaching Computer Vision to thousands of learners worldwide.
Certificate
Finish every lesson and pass the final exam to earn a free, verifiable Learnera certificate for Computer Vision Essentials. It can be downloaded as a PDF and shared on LinkedIn.
Career outcomes
Median global salary $130,000 per year · median India salary ₹18,00,000 per year · 156,137 open roles worldwide
- Computer Vision Specialist
- Senior Computer Vision Lead
- Computer Vision Consultant
Frequently asked questions
Is the Computer Vision Essentials course free?
Yes. Every Learnera course, including Computer Vision Essentials, is completely free — lessons, quizzes, the final exam, and the certificate.
How long does Computer Vision Essentials take?
12 lessons, typically completed in 4 weeks at a comfortable pace.
Do I get a certificate?
Yes — pass the final exam and you receive a free, verifiable certificate you can share on LinkedIn.