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。

您将获得的技能: Object Oriented Design, Microsoft Copilot, Game Design, Software Design, Application Design, Unit Testing, Python Programming, AI Enablement, GitHub, Development Environment, Debugging
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Python 程序设计, 数据可视化软件, Matplotlib, 数据分析, 生成式人工智能, ChatGPT, Pandas(Python 软件包), 数据驱动的决策制定, 交互式数据可视化, 仪表板, 分析
中级 · 指导项目 · 不超过 2 小时
University of Michigan
您将获得的技能: SQL, Database Management, Relational Databases, Databases, Database Design, Data Visualization Software, Web Scraping, Data Processing, Object Oriented Programming (OOP), Data Modeling, Python Programming, Web Development, Web Applications, Data Collection
混合 · 课程 · 1-3 个月

您将获得的技能: Bash (Scripting Language), Test Automation, Unit Testing, Scripting, Software Testing, Linux Commands, Test Driven Development (TDD), Unix Commands, Development Environment, Operating Systems, Command-Line Interface, File Management, OS Process Management, File Systems, Automation, Python Programming
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Keras (Neural Network Library), Image Analysis, Deep Learning, Tensorflow, Computer Vision, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Data Manipulation, Data Transformation, Financial Forecasting, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Python Programming, Customer Analysis, Applied Machine Learning, Cloud Computing
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Visualization, Web Scraping, SQL, Data Visualization Software, Pandas (Python Package), NumPy, Data Analysis, Databases, Data Manipulation, Python Programming, Data Processing, Jupyter, Data Wrangling, Data Cleansing, Data Structures
中级 · 课程 · 1-4 周

您将获得的技能: Scientific Visualization, Data Storytelling, Heat Maps, Data Mapping
中级 · 课程 · 1-3 个月

您将获得的技能: Data Preprocessing, Deep Learning, Artificial Neural Networks, Logistic Regression, Data Cleansing, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Model Evaluation, Network Architecture, Machine Learning Algorithms, NumPy, Pandas (Python Package), Performance Tuning
初级 · 课程 · 1-3 个月

您将获得的技能: File I/O, Object Oriented Programming (OOP), Object Oriented Design, Python Programming, Programming Principles, Data Dictionary, Computer Programming, Data Structures, Debugging, Computational Logic, Command-Line Interface, Data Cleansing, Software Design Patterns, Functional Design, Scripting, Operating Systems, Pseudocode, Development Environment, File Management, Computational Thinking
初级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: Python Programming, Simulations, Debugging, Pandas (Python Package), Program Development, Unit Testing, Test Case, Data Science, Software Design, Computational Thinking, Integration Testing, Computer Programming, Object Oriented Programming (OOP), Data Manipulation, Software Development
初级 · 课程 · 1-4 周

您将获得的技能: Program Development, Python Programming, Jupyter, Algorithms, Engineering Calculations, Computer Programming, Mathematical Modeling, Linear Algebra, Applied Mathematics
初级 · 指导项目 · 不超过 2 小时