Statistical Arbitrage Bot Build in Crypto with Python (A-Z)

所在平台: Udemy

课程主页: https://www.udemy.com/course/statistical-arbitrage-bot-build-in-crypto-with-python-a-z/

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课程简介

**课程名称:** 使用 Python 构建加密货币统计套利机器人 (A-Z) **课程概述:** 本课程旨在为加密货币交易者提供构建统计套利交易机器人的全面指南。课程将从交易原理的直观理解入手,涵盖风险管理、仓位大小和进出场信号的优化计算。学员将学习如何识别多种潜在的交易机会,并将各种有利因素叠加,以提高获胜概率。 课程重点内容包括: * **配对交易策略:** 学习如何在上涨、横盘和下跌等各种市场条件下实现盈利。 * **统计套利原理:** 理解统计套利的核心概念和相关衡量指标。 * **加密货币交易所交易机制:** 了解在加密货币交易所进行交易的实际操作。 * **API技术应用:** 学习如何利用 WebSockets 和 REST API 快速获取交易所的价格信息。 * **Python实战:** 提供查找协整交易对的 Python 代码及分步讲解,以及构建交易机器人的 Python 代码及分步讲解。 **核心理念:** 本课程致力于打破技术壁垒,让任何人都能够理解并应用统计套利技术。即便对于数学基础不强的学习者,在理解了核心原理后,也能将其应用到各种场景。 **学习平台与工具:** 课程将使用 ByBit 交易所进行机器人构建和测试,并利用其提供的测试网资金进行实盘模拟测试,而非真实货币。 **重要声明:** 本课程仅供教育目的,不对任何潜在的盈利或亏损做出承诺。学员所学到的内容均为已知的统计套利计算方法和交易机器人构建技术,实际的测试和应用方式由学员自行决定。

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课程详情

As requested by the Crypto Wizards community, this course provides you with:An intuitive understanding of trading principles in crypto (and other) marketsOptimal calculations for risk, position sizing and entry/exit signalsEverything you need to know to practically get started in Statistical ArbitrageHow to find edge in multiple places and stack as many odds in your favour as possiblePairs trading concepts which can profit in upwards, sideways and downwards (all) market conditionsAn understand of Statistical Arbitrage and associated metricsAn understand on how trading works on a Crypto ExchangeHow to tap into exchange price information at lightening speed via WebSockets and REST APIPython code and walkthrough (line-by-line) for finding your own co-integrated statistical arbitrage trading pairsPython code and walkthrough (line-by-line) for developing your own trading botMost retail traders never learn some of what you will come across here, either because those who understand the concepts have not taken the time to break this down so that anyone can follow, or because there is so much nonsense existing today that filtering through the noise can be challenging.In this course, we aim to break down barriers so that absolutely ANYONE can understand and tap into the advantages that these techniques can provide. The lecturer, Shaun McDonogh, himself admits that he is not a math wiz, nor needs to be. Once you understand these principles, you can apply them anywhere.We will be using the ByBit exchange (taking advantage of one major benefit offered by the exchange) to build and test our bot. At no point do we use real money for testing. Rather, we use the testate funds provided by the exchange for ensuring forward testing in a "live" testate environment.IMPORTANT: This course is for educational purposes only. Nothing you learn in this course is promising favourable or adverse results. You will be learning known methods for calculating statistical arbitrage and building trading bots. How you test and implement this knowledge is up to you.

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