Python 金融课程可以帮助您学习数据分析、金融建模、算法交易和风险管理。您可以掌握使用 Pandas(用于数据操作)、NumPy(用于数据分析)和 Matplotlib(用于数据可视化)等库的技能。许多课程还涉及定量方法和投资组合优化技术,为金融决策提供实际应用。通过使用真实数据集,您将获得实践经验,为从事金融和投资分析工作做好准备。

University of Michigan
您将获得的技能: Unsupervised Learning, Embeddings, Supervised Learning, Data Preprocessing, Python Programming, Exploratory Data Analysis
高级设置 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: Python 程序设计, 脚本, 自动化, 脚本语言, 数据清理, 计算机编程, 应用编程接口 (API), 计算思维, 编程原则
中级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Box Plots, Plot (Graphics), Seaborn, Data Visualization, Data Visualization Software, Pandas (Python Package), Scatter Plots, Data Import/Export, Histogram, Python Programming, Data Manipulation, Data Analysis, Data Structures
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Linux, Scripting, Linux Administration, Operating System Administration, Data Persistence, Shell Script, Unix Shell, Systems Administration, IT Automation, Command-Line Interface, Cloud Hosting, Object-Relational Mapping, YAML, Python Programming, File Transfer Protocol (FTP), Network Administration, OS Process Management, File Management
混合 · 课程 · 1-3 个月
您将获得的技能: GitHub, Django (Web Framework), Git (Version Control System), Application Deployment, Unit Testing, Cloud Deployment, Database Development, Bootstrap (Front-End Framework), Model View Controller, Virtual Environment, Application Frameworks, PostgreSQL, HTML and CSS, Python Programming
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Data Preprocessing, Feature Engineering, AI Personalization, Applied Machine Learning, Data Science, Machine Learning, Scalability, Data Manipulation, Python Programming, Data Transformation, Pandas (Python Package), Predictive Analytics, Machine Learning Methods, Predictive Modeling, Text Mining, Development Environment, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, NumPy
中级 · 专项课程 · 1-3 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Artificial Intelligence, Applied Machine Learning, Python Programming, Model Evaluation
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: ChatGPT, Machine Learning Methods, Data Mining, Generative AI, Recurrent Neural Networks (RNNs), Data Preprocessing, Python Programming, Machine Learning Algorithms, Data Manipulation
高级设置 · 课程 · 1-4 周

Coursera
您将获得的技能: Data Validation, Web Scraping, Data Processing, Data Manipulation, Data Transformation, Scripting, Python Programming
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Python Programming, Scripting, Scripting Languages, Programming Principles, Computer Programming, Data Access, Data Science
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Matplotlib, Data Storytelling, Data Presentation, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Data Visualization, Data Preprocessing, Statistical Visualization, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Scatter Plots, Histogram, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Image Quality, Python Programming
初级 · 专项课程 · 1-3 个月

Columbia University
您将获得的技能: 应用数学, 投资组合风险, 资本市场, 按揭贷款, 投资组合管理, 数学建模, 资产管理, 金融建模, 风险管理, 市场流动性, 风险模型, 期货交易所, 投资管理, 信用风险, 回归分析, 证券(金融), 衍生产品, 金融市场, 股票, 精算学
中级 · 专项课程 · 3-6 个月