Tag Archives: Neural Networks

Book found helpful for the basics of neural networks with python API

There were some decent resources recommended to further expand your knowledge in the math behind neural networks. This includes some reference to a Python API as well. I found was useful as well but these will further expand the explanation of the under hood math concepts

https://www.reddit.com/r/learnmachinelearning/comments/blu8tj/book_i_found_very_helpful_in_understanding_the/

Kraken advantages with Cryptowatch and Python API

These included:

Allow stop loss and take profit

Cryptowatch platform is owned by Kraken

Cryptowatch has a Python API

Trade in fiat currency once you move to the intermediate level

See further helpful reasons to be on Kraken as well here

https://quantlabs.net/blog/2019/05/kraken-advantages-with-cryptowatch-and-python-api/

As I continue to press, without my Python Infrastructure framework course, I highly doubt I would be able to rebuild a new bot for a new exchange like Kraken. It is fast and I hope to show it soon.

Get IMMEDIATE access to the course here

https://quantlabs.net/academy/python-algo-trading-infrastructure-with-crypto-currency/

Thanks Bryan

HOW DO YOU START A PROFITABLE TRADING BUSINESS? Read more NOW >>>

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!

Face the ARIMA Model against Neural Networks

All I can is this could be useful for those that want to arbitrage. I see all the classic characteristics to make this happen. Now we apply them potentially to neural networks for machine learning automated trading applications. Can you also apply this crypto currency?

https://towardsdatascience.com/facing-the-arima-model-against-neural-networks-745ba5a933ca

How to minimize loss in your crypto currency trading bot.

I have also got another private video for Elite members. This will show you how to:

1. Synchronize your trading results with an crypto currency exchange like Binance.

2. How to ensure that you have matching buys/entries to sell/longs with your bot as what is actually traded in Binance.

3. Debugging techniques to enhance your profit potential but reduce unnecessary trading risk in early bot development.

Want more? I will be doing a live webinar this Monday on it. Please check your email or the Quantlabsnet Facebook page for event announcement details. I will post in the next few days on this.

This will also be for my Quant Elite members.

https://quantlabs.net/academy/introduction-quant-elite-membership/

At least consider building a custom bot in Python with this

https://quantlabs.net/academy/python-algo-trading-infrastructure-with-crypto-currency/

Thanks Bryan

HOW DO YOU START A PROFITABLE TRADING BUSINESS? Read more NOW >>>

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!

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

It helps to understand the different limitation of each math function as well.