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。

LearnQuest
您将获得的技能: Python 程序设计, 数据结构, 脚本, 软件设计, 数据建模, 统一模型语言, 面向对象编程(OOP), 计算机编程, 软件工程
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Hugging Face, Generative AI, OpenAI API, Natural Language Processing, Large Language Modeling, OpenAI, LLM Application, Transfer Learning, Embeddings, Python Programming, Model Evaluation
中级 · 课程 · 3-6 个月

您将获得的技能: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation
中级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Python 程序设计, 软件设计, 统一模型语言, 面向对象编程(OOP), 计算机编程, 软件工程, 图像分析, 计算机视觉, 应用编程接口 (API), 集成开发环境, Jupyter
中级 · 课程 · 1-4 周

您将获得的技能: Animation and Game Design, Video Game Development, 3D Assets, Event-Driven Programming, Animations, Game Design, Graphics Software, Computer Graphics, Visualization (Computer Graphics), Interactive Design, Computer Graphic Techniques, User Interface (UI), User Interface (UI) Design, UI Components, Program Development, Python Programming, Application Design, Development Environment, Debugging, Development Testing
初级 · 专项课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Machine Learning Methods, Random Forest Algorithm, Analytics, Statistical Modeling, Regression Analysis, Machine Learning, Logistic Regression, Python Programming
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Social Network Analysis, Bayesian Network, Data Analysis, Python Programming, Probability Distribution
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Classification Algorithms, Regression Analysis, Matplotlib, Feature Engineering, Time Series Analysis and Forecasting, Data Preprocessing, Jupyter, Image Analysis, Cloud Deployment, Scikit Learn (Machine Learning Library), Applied Machine Learning, Tensorflow, Amazon Web Services, Python Programming, Data Transformation, Logistic Regression, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 1-3 个月

您将获得的技能: Box Plots, Data Science, Histogram, Statistical Analysis, Statistical Methods, Data Preprocessing, Probability & Statistics, Data Analysis, Data Visualization Software, Bayesian Statistics, Scatter Plots, Scripting, Python Programming, Machine Learning Algorithms, Data Manipulation, Statistical Inference, Regression Analysis
混合 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Scatter Plots, Data Analysis, Correlation Analysis, Box Plots, Pandas (Python Package), Data Visualization, Histogram, Statistical Analysis, Python Programming, Software Installation
中级 · 指导项目 · 不超过 2 小时

Duke University
您将获得的技能: Scalability, Performance Analysis, Simulations, Algorithms, Complex Problem Solving, Theoretical Computer Science, Python Programming, Data Structures, Software Architecture, Software Engineering
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Design Thinking, Usability, User Interface (UI) Design, UI Components, Interactive Design, Application Design, Python Programming, Application Development, Event-Driven Programming
混合 · 课程 · 1-4 周