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。

Duke University
您将获得的技能: Python 程序设计, 数据操作, 数据结构, 虚拟环境, 软件开发工具, Pandas(Python 软件包), 版本控制, NumPy, 数据分析软件, 开发环境, Git(版本控制系统)
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Plotly, Data Presentation, Matplotlib, Interactive Data Visualization, Seaborn, Data Visualization, Data Visualization Software, Statistical Visualization, Scatter Plots
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Cryptography, Encryption, Brute-force attacks, Python Programming, Programming Principles, Computational Logic, Algorithms, Data Structures, File I/O
混合 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Feature Engineering, Supervised Learning, Exploratory Data Analysis, Classification Algorithms, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Logistic Regression, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Data Preprocessing, Pandas (Python Package), NumPy, Data Cleansing
混合 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Supervised Learning, Machine Learning Methods, Classification Algorithms, Machine Learning, Data Analysis, Driving engagement
中级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Kibana, System Monitoring, Automation, Scripting, Devops Tools, Python Programming, Linux, Data Visualization Software, Data Structures, JSON
混合 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Scientific Visualization, Data Visualization Software, Interactive Data Visualization, Seaborn, Jupyter, NumPy, Performance Tuning, Development Environment, Python Programming, Debugging
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月

Universidad Austral
您将获得的技能: Software Documentation, Object Oriented Design, Unified Modeling Language, Software Design, Test Driven Development (TDD), Unit Testing, Object Oriented Programming (OOP), Development Testing, Programming Principles, Software Quality (SQA/SQC), Software Development, Computer Programming, Python Programming
初级 · 课程 · 1-4 周

Universidad Nacional de Colombia
您将获得的技能: Computational Thinking, Computer Programming, Scripting, Data Import/Export, Logical Reasoning
中级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: Python 程序设计, 数据操作, 机器学习, Data Validation, 数据可视化软件, 网页抓取, 模型评估, 预测分析, Flask(网络框架), 模型部署, 应用机器学习, 预测建模, 分类算法, 功能工程, 监督学习, 数据可视化, 机器学习算法, 数据处理, MLOps(机器学习 Operator), 设计思维
中级 · 专项课程 · 3-6 个月

您将获得的技能: User Interface (UI), UI Components, Software Design, Maintainability, Application Development, Microsoft Windows, Object Oriented Programming (OOP), Python Programming, Data Persistence
混合 · 课程 · 1-4 周