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。

University of Illinois Urbana-Champaign
您将获得的技能: AI Enablement, Artificial Intelligence, Relationship Building, FinTech, Financial Planning, Technology Strategies, Business Ethics, Ethical Standards And Conduct, Generative AI, Compensation Management, Customer experience improvement
初级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: Vector Databases, Responsible AI, Data Strategy, Data Ethics, Data Management, Data Architecture, Data Security, Generative AI, AI Security, Generative AI Agents, Data Governance, Retrieval-Augmented Generation, Interoperability, Data Store, AI Workflows, Enterprise Architecture, AI Enablement, Metadata Management, Data Pipelines, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: 内容营销, ChatGPT, Prompt Engineering, 生成式人工智能, 营销, 市场调查
初级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Google Cloud Platform, Dataflow, Big Data, Data Pipelines, Serverless Computing, Data Migration, Data Lakes, Apache Hadoop, Identity and Access Management, Data Storage, Tensorflow, Cloud Storage, Data Infrastructure, AI Personalization, Advanced Analytics, AI Enablement, Scalability, Data Integration, Data Integrity, Data Processing
初级 · 专项课程 · 3-6 个月

Fractal Analytics
您将获得的技能: Generative AI, Retrieval-Augmented Generation, Enterprise Architecture, AI Enablement, Metadata Management, Data Science, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Responsible AI, Generative Adversarial Networks (GANs), Data Preprocessing, Data Cleansing, Data Processing, Data Synthesis, Data Transformation, Feature Engineering, Data Validation, Information Privacy
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Model Evaluation, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Machine Learning, Machine Learning Software, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Classification Algorithms, Algorithms, Predictive Modeling, Dimensionality Reduction, Complex Problem Solving
中级 · 课程 · 1-4 周

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
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

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

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

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