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Unit Tech Lead
Simple Machine Learning for web developers: from theory to practice
This talk is for developers who have heard of machine learning and neural networks (well, everyone has!) but have little idea of how they work under the hood. We'll discuss a simple type of neural network called a perceptron, how it can learn and process information, then we will try to solve some computer vision tasks with help of convolutional neural networks, and of course, there will be some real-life examples that might be useful for your own projects.