In this course we’ll use the Machine Intelligence library TensorFlow to build an application that can detect handwritten numbers. The approach we’ll take is to train a neural network with thousands of photos of handwritten numbers, so that it can learn the right patterns and be able to recognize numbers on its own. As we train our neural network, we’ll reach a recognition accuracy of over 90%.
We’ll cover neural networks from scratch, starting with modeling a single neuron using the Perceptron model, which is similar to real neuron cells in the brain. We’ll move on from that to cover systems of multiple neurons and cover the Gradient Descent and Backpropagation techniques to train our networks.
To implement our handwriting recognition neural network we’ll be using the popular TensorFlow framework created by Google. We’ll visualize the training using TensorBoard.
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.
You can even download your course videos and watch them offline using the Zenva app, available on iOS and Android.
✅ 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:
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.
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.
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.
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.
LEARN FROM WORLD-CLASS INSTRUCTORS
Our course instructors participate in elite developer programs and have been recognized for their demonstrated excellence in development and teaching.
That way, you can be confident that you’re learning the most up-to-date content from industry experts.