This course has been deprecated and is no longer supported. For our latest courses on machine learning, consider subscribing to our evergreen curriculums with a subscription package.
Interested in face recognition, fingerprint matching or object recognition? Want to learn tools that can be used to develop the AI of self-driving cars? The key to all of these technologies are Convolutional Neural Networks (CNNs), and this course will teach you how to understand and use them!
Beginning with the solid foundations of exactly what an image is, and how it’s stored in the memory of a computer, you’ll learn:
- The differences between grayscale and color images
- How to address challenges associated with image classification (differences in size or resolution, object position variance, occlusion and more)
- Detecting specific objects in an image using filters (kernels)
- CNN Layers – Convolutions, Pooling, and Fully-Connected Layers
You’ll cement your knowledge by examining case studies on the architectures of various public CNNs, including AlexNet, LeNet5, GoogleNet, and Resnet.
YOUR COURSES, YOUR WAY
Learn with project-based courses that are designed to be flexible – access them 24/7, fit them around your schedule, and choose the learning materials that suit you best.
With an online platform optimized for all modern devices, you can even learn on the go!
✅ Watch video lessons
✅ Read text summaries
✅ Explore interactive lessons
✅ Practice with source code
✅ Build real projects
✅ Earn completion certificates
ACHIEVE REAL RESULTS
Our community of 1,000,000+ learners and developers have used the skills learned with us to publish their own games and websites, land their dream jobs, and even start their own businesses – and you have the potential to do the same!
Check out what our learners think below:
⭐⭐⭐⭐⭐
MIHIR PATEL
I love the lectures, concise course objectives, and how they not only teach you enough to get started, but prepare you for the advanced stuff later down the road.
⭐⭐⭐⭐⭐
MONICA MANCUSI
With Zenva, I started learning a more accurate way to approach problems and develop solutions. It’s full of interesting topics that I love to learn in conjunction with my work.
⭐⭐⭐⭐⭐
CRAIG BICKFORD
I chose Zenva because of the large selection of topics and the fact that I can choose what courses I want to take whenever I want to take them. That level of freedom is unique to Zenva.
⭐⭐⭐⭐⭐
ANDREA CARDENAS-ROEDER
The Unity courses at Zenva helped me achieve a level of comfort with game development that I didn’t think was possible. They give you the confidence to expand your skills, and were so easy to understand.
