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所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-for-algorithmic-trading-technical-indicators/
课程评论：没有评论
课程名称：使用Python进行算法交易：技术分析策略 课程概述：本课程适合对算法交易感兴趣的学员，无论您是希望通过已有的Python知识进行变现，还是希望掌握算法交易的初学者，亦或是仅仅是出于好奇。如果您能回答以上任意一个问题，那么欢迎您加入这门课程。对于Python初学者，不用担心，我们提供了一门简短而精炼的Python课程，帮助您巩固基础。在本课程中，您将学习如何从零开始编程策略。经过Python的快速入门课程后，您将学习如何实施基于RSI（相对强弱指标）这一常用技术指标的交易策略。同时，您还将学习如何结合多种策略，利用Sortino投资组合优化、最小方差优化以及均值-方差偏度峭度优化等投资组合技术来优化风险与回报。 一旦创建了策略，我们将使用Python进行回测，以便更好地理解该策略，通过Sortino比率、最大回撤、贝塔等统计指标进行分析。最后，我们将把最佳算法投入实时交易。您将学习到资产管理者和专业交易者使用的工具，包括：实时交易实施、数据导入、一些参考算法、回测方法、股票风险、Python编程基础、长短仓位、Numpy、Pandas、Matplotlib、投资多样化的重要性、Sharpe比率、Sortino比率、Alpha系数、Beta系数、Sortino投资组合优化、最小方差优化、均值-方差偏度峭度优化等。 为什么选择本课程而不是其他课程？这不是单纯的编程课程或交易课程，而是将编程应用于交易的课程。课程由一位拥有数学和经济学学位、专注于金融机器学习的专业人士创建。您可以通过注册我们的免费Discord论坛提问或阅读我们的定量金融文章。此外，课程提供30天满意保证，确保您的投资不会失望。不要错过提高您对这个迷人主题的知识的机会。
You already have knowledge in python and you want to monetize and diversify your knowledge?You already have some trading knowledge and you want to learn about algorithmic trading?You are simply a curious person who wants to get into this subject?If you answer at least one of these questions, I welcome you to this course. For beginners in python, don't panic there is a python course (small but condensed) to master this python knowledge. In this course, you will learn how to program strategies from scratch. Indeed, after a crash course in Python, you will learn how to implement a strategy based on one of the most used technical indicators: the RSI. You will also learn how to combine strategies to optimize your risk/return using the portfolio techniques like Sortino portfolio optimization, min variance optimization, and Mean-Variance skewness kurtosis Optimization.Once the strategies are created, we will backtest them using python. So that we know better this strategy using statistics like Sortino ratio, drawdown the beta.Then we will put our best algorithm in live trading.You will learn about tools used by both portfolio managers and professional traders:Live trading implementationImport the dataSome reference algorithmsHow to do a backtestThe risk of a stockPythonWhat is a long and short positionNumpyPandasMatplotlibWhy do you must diversify your investmentsSharpe ratioSortino ratioAlpha coefficientBeta coefficientSortino Portfolio OptimizationMin variance OptimizationMean-Variance skewness kurtosis OptimizationWhy this course and not another?This is not a programming course nor a trading course. It is a course in which programming is used for trading.This course is not created by a data scientist but by a degree in mathematics and economics specialized in Machine learning for finance.You can ask questions or read our quantitative finance articles simply by registering on our free Discord forumWithout forgetting that the course is satisfied or refunded for 30 days. Don't miss an opportunity to improve your knowledge of this fascinating subject.
