DYDX Pairs Trading Bot Build in Python Running in the Cloud

سرفصل های دوره

Develop an advanced decentralised trading bot which runs on AWS and sends private messages to your Telegram account

1. Introduction

1. Introduction

2. What to Expect

3. What NOT to Expect

4. Course Plan of Attack

5. Discord and Resources

6. Manually Trading on DYDX

7.1 DYDX_Course.zip

7.2 plan.zip

7. RESOURCES.html

2. Strategy

1. Statistical Arbitrage and Cointegration

2. Trading the Spread Based on Z-Score

3. About the Hedge Ratio

4. About Half-Life

5. YT Homework Kelly Criterion.html

6. Position Sizing and Risk Management

7. Test Your Knowledge.html

8. Knowledge Check.html

3. DYDX FastTrack

1. MetaMask Setup

2. Alchemy HTTP Provider Setup

3. DYDX Credentials Access

4. Connect to DYDX in Python with Colab

5. Interpreting DYDX API Documentation

6. Get Public Candlestick Price Data

7. Place Orders on DYDX via Private API

4. Environment Setup

1. VS Code and Python VENV Setup

2. GitHub Repository Setup

3. Adding Environment Variables

5. Bot Build - Stage 1

1. Bot Constants Configuration Setup

2. Stage 1 - Plan of Attack

3. Connect_To_DYDX

4. Close All Positions Function - Part 1

5. Close All Positions Function - Part 2

6. Bot Build - Stage 2

1. Stage 2 - Plan of Attack

2. Get ISO Times

3. Construct Market Prices - Preparation

4. Construct Market Prices - Completion

5. Construct Cointegration Functions

6. Store Cointegrated Pairs Data

7. Bot Build - Stage 3

1. Stage 3 - Plan of Attack

2. BotAgent Class - Initialize

3. BotAgent Class - Completion

4. Open Trades - Initial Setup

5. Open Trades - Trade Trigger Logic

6. Open Trades - Engage BotAgent

7. Manage Exits - Part 1

8. Manage Exits - Part 2

9. Build Test Run

10. Git Deploy and Next Steps

8. Telegram Messaging Inclusion

1. Telegram Bot Setup

2. Sending First Message Via URL

3. Send Message Via Python

4. Message Placement and GitHub

9. AWS Cloud Deployment

1. About AWS and Signup

2. AWS EC2 - Plan of Attack

3. Create Security Group

4. Launch EC2 Instance

5. Connect to EC2 and Install Python

6. Download and Test Bot

7. Making Code Updates

8. Full Automation with CRON

10. Next Steps

1. Bot Improvements and Next Steps

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تولید کننده: Udemy-Training