算法交易课程可以帮助您学习定量分析、交易策略、风险管理和市场行为。您可以掌握回溯测试算法、优化交易系统和分析金融数据的技能。许多课程会介绍用于算法开发的 Python、用于统计分析的 R 和用于执行交易的 MetaTrader 等平台等工具,将这些技能与金融市场的实际应用联系起来。

Google Cloud
您将获得的技能: 生成式人工智能, 模型部署, 应用编程接口 (API), 云部署, 区块链, 云应用, 云计算, 云存储, 云 API, Google 云端平台
中级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: 模型部署, MLOps(机器学习 Operator), 持续监测, 模型评估, 预测, 数据预处理, 数据转换, 预测建模, 应用机器学习, Google 云端平台, 深度学习, 时间序列分析和预测
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: Responsible AI, Inventory Management System, Supply Chain Management, Supply Chain, Generative AI, Operational Efficiency, Data Ethics, Logistics Management, AI Enablement, Customer Demand Planning, Business Ethics, Operations, Forecasting, Artificial Intelligence, Emerging Technologies, Predictive Analytics, Automation
初级 · 课程 · 1-4 周
Sungkyunkwan University
您将获得的技能: Data Processing, Data Preprocessing, Portfolio Management, Investment Management, Classification And Regression Tree (CART), Statistical Machine Learning, Investments, Machine Learning Algorithms, Applied Machine Learning, R Programming, Feature Engineering, Machine Learning, Financial Modeling, Model Evaluation, Supervised Learning, Asset Management
中级 · 课程 · 1-4 周

University of Glasgow
您将获得的技能: Data Preprocessing, Model Evaluation, Engineering Practices, Matlab, Engineering Calculations, Classification Algorithms, Engineering Analysis, Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Applied Mathematics, Artificial Neural Networks
初级 · 专项课程 · 1-3 个月

您将获得的技能: Portfolio Risk, Portfolio Management, Risk Management, Financial Market, Financial Modeling, Investments, Correlation Analysis, Market Data, Return On Investment, Analysis, Statistics
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Python 程序设计, 理论计算机科学, 数据结构, 分析, 计算思维, 设计策略, Algorithm, 伪代码, 计算机科学, 编程原则, 高等数学
攻读学位
高级设置 · 课程 · 1-4 周
您将获得的技能: Anomaly Detection, Fraud detection, Data Visualization, Generative AI, Risk Management, ChatGPT, Data Synthesis, Compliance Management, Unsupervised Learning, AI Workflows, Data Pipelines, Automation, Predictive Analytics, Artificial Intelligence
中级 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, Financial Forecasting, Statistical Analysis, Machine Learning, Trend Analysis, Financial Data, Financial Modeling, Jupyter, Predictive Modeling, GitHub, Statistical Modeling, NumPy
中级 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: 决策, 数学建模, 微积分, 运筹学, 应用数学, 商业分析, Algorithm, 计划实施, 资源分配, 计算思维, 工艺优化, 线性代数, 工程计算, 设施管理, 数值分析, 运行分析
中级 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: Wealth Management, Financial Services, AI Enablement, FinTech, Artificial Intelligence, Financial Planning, AI Personalization, Regulatory Compliance, Risk Modeling, Legal Risk, Artificial Intelligence and Machine Learning (AI/ML), Business Ethics, Automation
初级 · 课程 · 1-4 周