Automated Trading Bot in Python Using Machine Learning

This video starts by loading a Machine Learning model, and using prediction for currencies trading. Then an Automated Trading bot is explained using Python and the API of Oanda platform. According to Machine Learning predictions automated buying and selling orders are executed, the USD CHF currencies are taken as an example. The bot also sends email notifications using a provided email credentials. It is a very helpful tool you have the possibility to skip the trading part and just make the bot send you an email if there is an opportunity on the market. We used the 4 hours bar charts and so the bot will probe the market once every 4 hours.

🍓 If you want to follow structured courses with more details and practice exercises check my "About" page for Discount Coupons on my Udemy courses covering: Python basics, Object Oriented Programming and Data Analysis with NumPy and Pandas, ... more courses are on the way drop me a message if you have a particular interesting topic! Good luck!

You may download the Jupyter notebook using this link:

If you are using newer version of OANDA s API, this is the updated Jupyter file:

...And the data file:

00:00 Introduction
01:52 Loading Machine Learning model
02:57 Automated scheduled bot

[Roboticdock]

You do a great job by teaching both ML and trading skills at the same time! Thank you very much.

[xenonpower]

So we are only using the last candle to make prediction ? It would be better to use several previous candles

[ridergami]

following your video step by step. But in the updated file, there are no Import joblib? should i add it inside the new updated version? Tq
😁

[hoeneim]

Great video! Could u make another one where u show how to backtest the bot on historical data?

[damianlaxmi]

Hi, your videos are very useful. Thanks for sharing.

[diewundertute]

Hi great video, can test it on RSI Strategy with full tutorial for FTX exchange ? ❤️

[rverm]

does the model predict with any kind of accuracy

[sashacanale]

hey, I did not understand where to find the access token. I just created a demo account on OANDA but I do not know where to find the access token

[kodzuvu]

Hello bro. Tks your share. I need backtest demo trade
on 30-1h candlestick. Please make a full video tutorial!

[balasubramanyahp]

Sir here I didn't get what is that mymodel. sav file what is that where u get that

[folashadeolaitan]

Please how can i get to contact you privately, maybe via email or something. Very important pls, you are heaven sent to a project i am currently working on.