Simple Trading Strategy on Bitcoin with Python FULL walkthrough скачать в хорошем качестве

Simple Trading Strategy on Bitcoin with Python FULL walkthrough

This video is an in depth Python tutorial and discussion around a very simple short term momentum/reversal Trading strategy on Bitcoin in 2023. We are doing the full chain of setting up the strategy by pulling the data via the Binance API, do the right data manipulations and calculations, generating the signals using an iterative approach, playaround with some parameter tuning and discuss downsides and potential improvements in the course of this video. Check out my website here: www.pythonforfinance.info Get the Notebook/Source code by becoming a Tier-3 Channel member:    / @algovibes   Binance API docs: https://binance-docs.github.io/apidoc... Disclaimer: This video is not an investment advice and is for informational and educational purposes only. 00:00 - 01:23 Introduction & Disclaimer 01:23 - 06:22 Using the API to get hourly Bitcoin data 06:22 - 12:58 Calculations & Manipulations (change, log, price) 12:58 - 15:38 Buy/Sell Signals and iterative logic 15:38 - 18:49 Granularity problem(!) for TP/SL Signals 18:49 - 22:00 Target Profit and Stop Loss 22:00 - 24:25 Running the Backtest 24:25 - 26:50 Profits and profit cumulation 26:50 - 30:08 Refactoring 30:08 - 34:26 Parameter finetuning 34:26 - 36:16 Short term reversal test 36:16 - 37:02 Ideas #python #binance #crypto #data #datascience