Practical Deep Learning for Coders 2022 lessons
Here is the course description for Practical Deep Learning for Coders video lessons on Youtube
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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Build a super fast deep learning machine learning rig for under $1k
After talking to the quant/HFT ‘Gods’ on my private chat server, I learned a couple of things of optimal machine learning: 1. Use mid range or near end of life GPU cards to get best deal when you build machine learning rigs 2. Use data from logs like a watchlist to determine easy input …
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Top Deep Learning Tools for Python Machine Learning
The tools for winners I have spoken about for month. This is all you need to know: But when it comes to APIs, all roads lead to Python – the clear API of choice for deep learning tool developers. Given these trends, and announcements around TensorFlow 2.0 that bring it parity with PyTorch, expect more …
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Real-World trading Application of Deep Learning at Industrial Scale
There are some very good tips on ensuring to use clear and established indutry data. It seems you also need to apply business definitions to the your models. You think this could be applied to enterprise wide strategy with these types? I think large High Frequency Trading shops like Sigma Two implement across their own …
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Deep learning algorithmic trading? Machine learning?
As I am wanting to learn about machine learning in early 2019, I want to know a few things about your attack on it. 1. What programming language and framework are you using or learning? e.g. R vs Python, TensorFlow 1 or 2, PyTorch, SciKitLearn, etc 2. What resources are you using? e.g. which course …
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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 …
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!
