决策树课程可以帮助您学习如何创建、分析和优化决策树,以完成数据分析、分类和回归任务。您可以掌握特征选择、模型 Evaluation 以及理解过度拟合与欠拟合等方面的技能。许多课程都会介绍一些工具,如 Python 的 Scikit-learn、R 的 rpart 和各种可视化软件,这些工具都支持在现实世界的数据集中实施决策树并分析其性能。

您将获得的技能: Data Visualization, Data Presentation, Regression Analysis, Predictive Modeling, Statistical Modeling, Forecasting, Financial Modeling, SPSS, Predictive Analytics, Risk Modeling, Statistical Analysis, Scatter Plots, Microsoft Excel
混合 · 课程 · 1-4 周

您将获得的技能: Kibana, Dashboard, Interactive Data Visualization, Web Analytics, Data Visualization Software, Exploratory Data Analysis, Data Analysis, Business Intelligence, Data Wrangling, Data Import/Export
混合 · 课程 · 1-4 周

您将获得的技能: Azure DevOps, Test Planning, CI/CD, Continuous Deployment, Continuous Integration, Test Case, Backlogs, Version Control, Microsoft Visual Studio, Agile Project Management, Agile Methodology, Application Lifecycle Management, Release Management, Scrum (Software Development), User Story, Sprint Planning, Kanban Principles, Issue Tracking
混合 · 课程 · 1-4 周

您将获得的技能: Equities, Balance Sheet, Financial Accounting, Corporate Finance, Financial Statements, Financial Analysis, Corporate Accounting, Financial Reporting, Accounting, Market Liquidity
混合 · 课程 · 1-4 周

您将获得的技能: Application Deployment, Azure DevOps, Continuous Deployment, Git (Version Control System), Version Control, Microsoft Azure, Release Management, Code Review
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Intercultural Competence, Teamwork, Personal Development, Workplace inclusivity, Adaptability, Cultural Diversity, Collaboration, Empathy, Professional Development, Cognitive flexibility, Relationship Management, Resilience, Dealing With Ambiguity, Relationship Building, Self-Awareness, Curiosity
初级 · 课程 · 1-4 周

您将获得的技能: Git (Version Control System), GitHub, Version Control, Open Source Technology, Collaborative Software, Microsoft Visual Studio, Command-Line Interface, Code Review, Technical Communication
中级 · 课程 · 1-3 个月

您将获得的技能: Unity Engine, Debugging, Artificial Intelligence, C# (Programming Language), Performance Tuning, Data Structures
高级设置 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Responsible AI, Google Gemini, Generative AI, Google Cloud Platform, Gemini, AI Product Strategy, AI Enablement, Cloud Solutions, Cloud Infrastructure, Business Solutions, Technology Solutions, Data Centers, Innovation, MLOps (Machine Learning Operations), Decision Making
初级 · 课程 · 1-3 个月
您将获得的技能: Excel Macros, Financial Modeling, Prompt Engineering, Financial Forecasting, Generative AI, Automation, Process Optimization, Microsoft Excel, Excel Formulas, Financial Acumen, Simulation and Simulation Software, Visual Basic (Programming Language), Financial Reporting, Financial Planning, Code Review
中级 · 课程 · 1-4 周

您将获得的技能: Convolutional Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Artificial Neural Networks, Image Analysis, Computer Vision, Applied Machine Learning, Classification Algorithms, Model Deployment, Data Preprocessing, Network Architecture, Model Evaluation
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: AI Personalization, Business Logic, Application Development, C# (Programming Language), Computer Programming, Programming Principles, Data Structures, Debugging
初级 · 课程 · 1-4 周