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Deep Learning

DeepMind’s Loss and the Future of AI like deep reinforcement learning

Do not forget about the last few slots for the Quant Elite membership. This means you get immediate 10+ years archive plus 3 another years on what I do in the future. See the many benefits here as deep reinforcement learning. Some may start doubting machine learning techniques like Deep Learning or Deep Reinforcement Learning. …

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Understand Neural Networks: neuron to RNN, CNN, and Deep Learning

If you are struggling to learn these popular machine learning concepts (eg neural networks), you may to check out this article below. It contains easy to consume chunks which include topics of: What is a Neuron? Step function Sigmoid Function Tanh Function ReLU Function Neural Networks Convolutional Neural Networks (CNN) Recurrent Neural Networks (RNN) https://towardsdatascience.com/understanding-neural-networks-from-neuron-to-rnn-cnn-and-deep-learning-cd88e90e0a90 …

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Deep Learning in Finance: Most effective methods for returns and portfolio construction

It seems that deep learning has been questioned when it comes to financial modelling. A decent article came out from a WorldQuant. This Medium article covers how to improve your forecasting using both in and out samples. It also covers: 1. Return Prediction comparing ARIMA, VAR, Deep Regression, Convoluted Neural Networks, and Long Short Term …

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A deep learning framework for financial time series using stacked autoencoders and long-short term memory

A deep learning framework for financial time series using stacked autoencoders and long-short term memory Most accurate machine deep learning model type? This appears to use LSAM and SAE (long short term memory and stacked auto encoders) which appears to be more accurate than recurrent neural network (RNN).  Do I sound like a machine learning …

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Intro Deep Learning with Python, TensorFlow and Keras

Intro Deep Learning with Python, TensorFlow and Keras This looks like the best page to learn how to apply math to machine learning https://sandipanweb.wordpress.com/2017/11/25/some-deep-learning-with-python-tensorflow-and-keras/amp/ NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don’t worry as I don’t post stupid cat videos or what I eat!

Deep learning for bond pricing 

Deep learning for bond pricing This could be good for deep recessions unless the nut bars at ECB love those negative rates https://www.linkedin.com/pulse/deep-learning-neural-networks-bond-pricing-gaurav-singh/ NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don’t worry as I don’t post stupid cat videos or what I eat!

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