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Introduction to Automated Crypto Trading Systems
Introduction
Course Overview
Hello, I'm Mir
Setting up your workspace
Building Your First Trading System
Exchange APIs
Data Entities
Retrieving a Dataset
Streaming Data - Websockets
Trading Endpoints & Paper Trading
First Trading Bot - "Coin Flip Bot"
Portfolio Management & Automation Strategies
Dollar Cost Average & Compound Interest
Asset Allocation & Rebalancing
Automated DCA + Asset Allocation System
Automated Rebalancing System
Statistics
Overview
Statistics Libraries
Standard Deviation, Z Score, Empirical Rule
Z Score Bot
Linear Regression Bot
Gambling and Information Theory
Kelly Criterion
Probability and Frequency
Putting it all Together
Backtesting
Overview
Coin Flip Back Test
DCA Backtest
Z Score Backtest
New Lecture
Data Storage and Performance Analysis
Overview
Local File Storage
Database Storage
Cloud Storage
Performance Analysis Metrics
Technical & Fundamental Indicators
Overview
Open Source Libraries
Code Integration & Experimentation
RSI Bot
Exchange APIs
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