Cryptocurrency Trading Bot With A User Interface In Python
Last updated 3/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.47 GB | Duration: 10h 3m
Last updated 3/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.47 GB | Duration: 10h 3m
Automate Your Crypto Trading Strategies on Binance & Bitmex with Python and Create Your Own Trading Dashboard (GUI)
What you'll learn
How to Code a trading bot / Automate a trading strategy
How to Connect to crypto exchange APIs in general
How to Design a graphical user interface (GUI) in Python
Improve your Python skills and good practices with a real-world project
Learn to use a REST and Websocket API
Requirements
Basic Python knowledge (know what a class/object is, dictionaries, lists, functions, loops, etc.)
Basic knowledge about crypto trading (bid/ask price, limit/market order)
Description
Take your trading ideas to code and make them more efficient by automating them like a pro!This course will guide you through all the steps required to write a program in Python for algorithmic trading, using the best coding practices. It is a perfect example of the "learning by doing" pedagogy: instead of learning only theoretical concepts, you will learn important concepts whilst creating a real trading application, from API connections to trade management.Keep control over your trading robot with an interfaceA trading program can automate your strategy, but that's not all: you can also use it as a trading assistant by building a user interface (UI) that will help you follow your trades and market data. This course will give you an understanding on how to develop a solid Tkinter interface and integrate it with the trading automation part.Interact with the crypto exchange servers without an intermediaryMany platforms propose to write simplified code to automate your strategy and handle most of the interaction with an exchange API in the background. It doesn't give you the freedom you may need, it prevents you from building very developed programs, and their service- of course- isn't easy on the wallet.This course will teach you how to interact with an exchange API without an intermediary- giving you control of everything. It will also give you the power to improve your programming knowledge, which you can re-use for other projects.Learn with the Binance Futures and Bitmex APIsBinance and Bitmex are two of the most popular crypto exchanges in the world, they provide awesome automation possibilities and are great for beginners. You can then apply what you have learned to your Binance Spot/Margin account or other exchanges.Both Binance and Bitmex have testing environments, including their API, which is a great way to learn!
Overview
Section 1: Introduction & Initial Setup
Lecture 1 Course Overview
Lecture 2 Installing Python
Lecture 3 Installing and Using Pycharm
Lecture 4 Creating your API Keys (mandatory)
Lecture 5 Frequently Asked Questions (FAQ)
Lecture 6 Stuck during the course? Check here
Section 2: Application Entry Point & Interface / API basics
Lecture 7 Creating an Entry Point | Logger | Main window
Lecture 8 Interacting with a public API
Lecture 9 Displaying API data on an interface
Lecture 10 Introduction to widget styling
Section 3: API Connectors : Learn with Binance Futures
Lecture 11 Binance Futures - REST API (Public endpoints coding)
Lecture 12 Binance Futures - REST API (Public endpoints testing)
Lecture 13 Binance Futures - REST API (Private endpoints)
Lecture 14 Binance Futures - Websocket API
Lecture 15 Binance Futures - Improvements: Data Models & Variable Typing
Lecture 16 Binance Futures - Improvements: Error Handling & Private variables/methods
Lecture 17 Subscribing to more Websocket channels
Section 4: API Connectors : Apply your knowledge with Bitmex
Lecture 18 Exercise: Creating a basic Bitmex connector
Lecture 19 Bitmex - REST API & Authentication
Lecture 20 Bitmex - REST API: Adding more functions
Lecture 21 Bitmex - Websocket API
Lecture 22 Convert a date-time string to an Unix Timestamp
Lecture 23 Solving the problem of the order price and quantity rounding
Section 5: Build Up the Interface
Lecture 24 Parent Component & Interface organization
Lecture 25 Logging Component
Lecture 26 Updating the User Interface safely
Lecture 27 Watchlist Component: Structuring the Class
Lecture 28 Watchlist Component: Adding a Symbol
Lecture 29 Watchlist Component: Removing a symbol
Lecture 30 Watchlist Component: Updating the Watchlist
Lecture 31 Exercise: Creating the Trades Component
Lecture 32 Trades Component
Lecture 33 Strategy Component: Initialization
Lecture 34 Strategy Component: Adding a new strategy
Lecture 35 Strategy Component: Deleting a strategy
Lecture 36 Strategy Component: Configuring additional parameters
Lecture 37 Strategy Component: Validating the additional parameters
Lecture 38 Strategy Component: Switching the strategy On/Off
Lecture 39 Source Code
Section 6: Strategies and Trading
Lecture 40 Using classes to organize the strategy module
Lecture 41 Candlestick data: Parsing trades data
Lecture 42 Candlestick data: Updating the list of candlestick data
Lecture 43 Coding the Breakout Strategy
Lecture 44 Calculating the Technical Strategy indicators
Lecture 45 Adding more conditions for entering a Trade or not
Lecture 46 Calculating the trade size on Binance and Bitmex
Lecture 47 Trade Execution
Lecture 48 Displaying the PNL and Trade in the interface
Lecture 49 Take Profit, Stop Loss, and Trade exits
Lecture 50 Source Code
Section 7: Enhance the Application with more features
Lecture 51 Mac Users: Customize the Tkinter Buttons
Lecture 52 Data Entry validation
Lecture 53 Auto-complete Entry widgets
Lecture 54 Adding scrollable frames: the basics
Lecture 55 Adding scrollable frames: a more complex case
Lecture 56 Closing the application
Lecture 57 Starting the application outside of Pycharm
Lecture 58 Creating an SQLite database
Lecture 59 Saving your workspace to the database
Lecture 60 Creating a requirements.txt file
Lecture 61 Integrating Binance Spot
Lecture 62 Binance Spot Tesnet: Generating API keys
Lecture 63 Handling the Binance Spot Websocket limitations / Resubscribe to the channels
Section 8: Conclusion
Lecture 64 Final words and advice
Lecture 65 Source Code with Comments
Traders wishing to automate their strategies,Python developers wanting an introduction to trading bots,Developers wanting an introduction to GUI programming in Python,Python beginners who want to learn about GUI programming and API connections with a real-world project,Binance and Bitmex users who want to create their own trading tools