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Vladimir Haltakov
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What are Convolutional Neural Networks? CNNs are an important class of deep artificial neural networks that are particularly well suited for images.If you want to learn the important
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Another paper review, but a little different this time... The paper is not published yet, but is submitted for review at ICLR 2021. It is getting a lot of
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Dealing with imbalanced datasets Real world datasets are often imbalanced - some of the classes appear much more often in your data than others.The problem? You ML model
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Machine Learning Formulas Explained This is the formula for Mean Squared Error (MSE) as defined in WikiPedia. It represents a very simple concept, but may not be easy to read
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How to choose your batch size during training of a deep neural network? There are reasons to use both larger and smaller batch sizes and you need to find the
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How to add new classes to your ML model? ... ?You have a large multi-class NN in production.You discover a new important class and want to add support for it
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Learning Rate During training of a neural network, we minimize a loss function using gradient descent.In each iteration we adapt the weights by changing them a little in the direction
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Lessons learned from my recent growth on TwitterThe last two weeks have been quite successful for me on Twitter growing from 2000 followers to 5300.I managed to create 4 tweets
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Artificial Intelligence and Machine Learning trends in 2020 Short overview of the fields where AI and ML is growing fast. Thread Robotics Traditional robotics algorithms like localization, mapping, path
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Cognitive bias time - the IKEA effect People tend to place a unrealistically high value on things they helped create. Studies show that people would value IKEA furniture they assembled
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How to deploy your site on Netlify? @Netlify is a great platform to deploy your satic website, like for example a blog or a personal website. They offer a generous
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