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。

Google Cloud
您将获得的技能: Dashboard, Looker (Software), Data Cleansing, Data Analysis, Data Preprocessing, Data Storytelling, Analytics, Big Data, Data Manipulation, Google Cloud Platform, SQL, Data-Driven Decision-Making, Data Storage, Data Warehousing
混合 · 课程 · 1-3 个月

您将获得的技能: Unreal Engine, 3D Assets, Virtual Environment, 3D Modeling, User Interface (UI), Computer Graphics, Animations, Game Design, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Logistic Regression, SAS (Software), Predictive Modeling, Regression Analysis, Predictive Analytics, Feature Engineering, Analytics, Statistical Methods, Data Transformation, Statistical Modeling, Statistical Analysis, Business Analytics, Estimation, Probability
混合 · 课程 · 1-4 周

University of Maryland, College Park
您将获得的技能: Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Google Analytics, Digital Marketing, Search Engine Marketing, Web Analytics, Web Analytics and SEO, Google Ads, Online Advertising, Digital Advertising, Marketing Effectiveness, Advanced Analytics, A/B Testing, Applied Machine Learning, MarTech, Marketing Automation, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Version Control, GitHub, User Accounts, Role-Based Access Control (RBAC), Git (Version Control System), Identity and Access Management, Database Management, Authorization (Computing), Microsoft Windows, Database Application, Microsoft Development Tools, Application Design, Application Development, C# (Programming Language), Authentications, User Interface (UI)
中级 · 课程 · 1-4 周

您将获得的技能: Cash Flow Forecasting, Cash Flows, Strategic Decision-Making, Financial Analysis, Business Planning, Business Strategy, Financial Statements, Entrepreneurship, Business Acumen, Financial Planning
混合 · 课程 · 1-4 周

您将获得的技能: Mathematical Software, Software Installation, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Trigonometry, Programming Principles, Data Manipulation, Engineering Calculations, Linear Algebra, Scripting Languages, Data Structures
混合 · 课程 · 1-4 周

LearnQuest
您将获得的技能: AI Enablement, Regulatory Requirements, Responsible AI, Compliance Management, Business Transformation, Risk Analysis, Regulation and Legal Compliance, Business Solutions, Cross-Functional Team Leadership, Key Performance Indicators (KPIs), Digital Transformation, Business Risk Management, Scalability, Risk Management, Culture Transformation, Cross-Functional Collaboration, Data-Driven Decision-Making, Employee Training
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Model Evaluation, Business Analytics, Dashboard, Business Analysis, Data Ethics, Analysis, Analytical Skills, Performance Analysis, Predictive Analytics, Business Metrics, Business Communication, Performance Measurement, Regional Sales, Data-Driven Decision-Making, Technical Communication, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Process Improvement and Optimization, Performance Testing
中级 · 课程 · 1-4 周

您将获得的技能: Financial Modeling, Operational Analysis, Business Modeling, Operational Performance Management, Financial Statements, Financial Statement Analysis, Financial Forecasting, Financial Analysis, Accounting, Balance Sheet, Cash Flows, Business Valuation, Income Statement, Cash Flow Forecasting, Business Writing
中级 · 课程 · 1-4 周

Pearson
您将获得的技能: CI/CD, Disaster Recovery, Infrastructure as Code (IaC), Business Continuity, Continuous Deployment, Cloud Computing, Continuous Integration, Version Control, Cloud Infrastructure, Automation, Data Storage Technologies, Configuration Management, Project Documentation
初级 · 课程 · 1-4 周

您将获得的技能: Content Performance Analysis, Content Strategy, Stakeholder Communications, User Experience, UI/UX Strategy, User Research, User Interface and User Experience (UI/UX) Design, Test Planning, Data-Driven Decision-Making, Web Analytics, Competitive Analysis, Writing, Editing, Quality Assessment
中级 · 课程 · 1-3 个月