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所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-for-algorithmic-trading-machine-learning-strategies/
课程评论：没有评论
课程名称：使用Python进行算法交易：机器学习策略 课程概述：你是否已经掌握了Python，并希望将其知识变现和多元化？你是否对交易有一定了解，想学习算法交易中的人工智能？或者你只是一位对这一主题充满好奇的人？如果你对以上问题中至少一个有回答，那么欢迎参加本课程！对Python的初学者不必担心，课程提供一个简洁的Python基础课程以帮助掌握相关知识。 在本课程中，你将学习如何从零开始编写交易策略。课程开始时将进行Python的快速培训，之后你将学习如何实现基于机器学习的系统（包括线性回归和支持向量机）。在策略创建完成后，我们将使用Python进行回测，以更好地理解策略，包括使用Sortino比率、回撤和Beta等统计数据。最后，我们将把最好的算法投入到实盘交易中。 课程内容包括： - 人工智能算法的应用 - 在实盘交易中应用机器学习 - 使用机器学习预测股票价格 - 实盘交易实施 - 导入金融数据 - 线性回归算法 - 支持向量机（SVM） - 如何进行回测 - 股票风险分析 - Python编程 - 多头和空头头寸的概念 - Numpy、Pandas、Matplotlib的使用 - Sharpe比率、Sortino比率、Alpha系数、Beta系数的理解 为什么选择本课程？这不是一门单纯的编程课程或交易课程，而是将编程用于交易的课程。该课程由拥有数学和经济学学位，并专注于金融机器学习的讲师授授。你还可以通过注册我们的免费Discord论坛来提问或阅读我们的量化金融文章。此外，本课程提供30天满意退款保证，不要错过提升自己对这一迷人主题知识的机会。
You already know python, and you want to monetize and diversify your knowledge?You already have some trading knowledge, and you want to learn about artificial intelligence in 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 system based on Machine Learning (Linear regression, Support Vector Machine).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:Artificial intelligence algorithmApply Machine Learning in Live TradingPredict stock prices using Machine LearningLive trading implementationImport financial dataLinear Regression AlgorithmSupport Vector Machine (SVM)How to do a backtestThe risk of a stockPythonWhat is a long and short positionNumpyPandasMatplotlibSharpe ratioSortino ratioAlpha coefficientBeta coefficientWhy this course and not another?It is not a programming course nor a trading course. It is a course in which programming is used for trading.A data scientist does not create this course, but 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 forum.Without forgetting that the course is satisfied or refunded for 30 days. Don't miss an opportunity to improve your knowledge of this fascinating subject.
