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- Machine Learning Flashcards
machinelearningflashcards.comThese flashcards are designed to help you memorize key concepts in machine learning rapidly and enjoyably. Each flashcard is a digital vectorization of a hand-drawn index card, and hopefully more enjoyable to read than a textbook. I made them because when I..
- Machine Learning for Trading - What Does it Really Look Like?
robotwealth.com/machine-learning-financial-prediction-david-aronsonIf you’ve ever tried to trade a data-mined strategy, regardless of what your statistical test for data-mining bias told you, you know that it’s a constant battle with your anxiety and uncertainty. It turns into an endless cycle – and I’ve personally seen it..
- Better machine learning | MIT News | Massachusetts Institute of Technology
news.mit.edu/2015/better-machine-learning-kalyan-veeramachaneni-0224Data scientists go to all these boot camps in Silicon Valley to learn open source big data software like Hadoop, and they come back, and say ‘Great, but we’re still stuck with the problem of getting the raw data to a place where we can use all these tools,’..
- Machine Learning 101. A brief introduction to machinea| | by Peter Roelants | Onfido Tech | Medium
medium.com/onfido-tech/machine-learning-101-be2e0a86c96aThe optimisation algorithm tries to find the best combination of parameters so that given the example x the model’s output y is as close to the expected output as possible. If we now want to create a model that best approximates target t for given input x f..
- Machine learning leads mathematicians to unsolvable problem
nature.com/articles/d41586-019-00083-3The mathematicians, who were working on a machine-learning problem, show that the question of ‘learnability’ — whether an algorithm can extract a pattern from limited data — is linked to a paradox known as the continuum hypothesis. The authors discovered th..
- Machine Learning for Dummies
- Machine Learning for Trading
udacity.com/course/machine-learning-for-trading--ud501This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering to market orders. Students should have strong coding skills and some familiarit..
- Machine Learning with Ruby
vasinov.com/blog/machine-learning-with-ruby-part-oneIf you are a Ruby engineer willing to start playing with machine learning in your favorite language this article is for you. The reason is that they won’t have much meaningful overlap with other users’ ratings: giving five stars to “Sex and the City” and “D..
- Machine Learning Video Library - Learning From Data (Abu-Mostafa)
work.caltech.edu/libraryInitialization - Neural Networks (random weights, perfect symmetry) Error measure (role in learning algorithm) Interpreting the VC Dimension (degrees of freedom, Number of examples)
- Machine Learning Confronts the Elephant in the Room
quantamagazine.org/machine-learning-confronts-the-elephant-in-the-room-20180920In a new study, computer scientists found that artificial intelligence systems fail a vision test a child could accomplish with ease. The result takes place in the field of computer vision, where artificial intelligence systems attempt to detect and categor..