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。

Coursera
您将获得的技能: Responsible AI, Generative AI, Prompt Patterns, AI Enablement, Risking, System Support, Data Ethics, System Monitoring, Technical Communication, Model Evaluation, Strategic Planning
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Generative AI, Data Wrangling, Project Planning, Responsible AI, Data Preprocessing, Data Governance, Exploratory Data Analysis, Applied Machine Learning, Large Language Modeling, AI Enablement, MLOps (Machine Learning Operations), Data Science, Prompt Engineering, Model Evaluation, Feature Engineering
中级 · 课程 · 1-3 个月

您将获得的技能: Terraform, Infrastructure as Code (IaC), Amazon Web Services, Cloud Infrastructure, Cloud Computing, Multi-Cloud, Microsoft Azure, Google Cloud Platform, Command-Line Interface, Version Control
中级 · 课程 · 1-4 周

您将获得的技能: Git (Version Control System), GitHub, Version Control, CI/CD, DevOps, Debugging, Continuous Integration, Continuous Deployment, Infrastructure as Code (IaC), Application Security, Development Environment, File Management, Continuous Monitoring
初级 · 课程 · 1-4 周

您将获得的技能: TikTok, Content Performance Analysis, Content Creation, Content Strategy, Data-Driven Decision-Making, Marketing Analytics, Social Media Marketing, Brand Marketing, E-Commerce, Revenue Management, Live Streaming
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Consultative Selling, Value Propositions, Sales Strategy, Executive Presence, Solution Selling, B2B Sales, Sales Presentations, Global Marketing, Stakeholder Communications, Business Communication, Strategic Partnership, Competitive Analysis, Active Listening, Customer Insights, Needs Assessment, Relationship Building
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Algorithms, Theoretical Computer Science, Data Structures, Computational Thinking, Analysis, Computer Science, Performance Tuning, Software Development, Scalability
混合 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: AI Personalization, Augmented and Virtual Reality (AR/VR), Live Streaming, Media Production, Media and Communications, Digital Media Strategy, Media Strategy, Revenue Management, Content Creation, Web Content, Brand Management, E-Commerce, Social Media Strategy, Social Media, Community Organizing, Innovation, Data-Driven Decision-Making, Video Production, User Centered Design, Game Theory
初级 · 课程 · 1-4 周

您将获得的技能: Constructive Feedback, Growth Mindedness, Consulting, Planning, Change Management, Business Relationship Management, AI Enablement, Strategic Decision-Making
中级 · 课程 · 1-3 个月

L&T EduTech
您将获得的技能: Equipment Design, Product Lifecycle Management, Construction Engineering, Construction, Construction Management, Machine Controls, Plant Operations and Management, Facility Management and Maintenance, Automation Engineering, Architecture and Construction, Digital Transformation, Data Maintenance, Hydraulics, Control Systems, 3D Modeling, Continuous Monitoring
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Classification Algorithms, Reinforcement Learning, Applied Machine Learning, Artificial Intelligence, Dimensionality Reduction, Statistical Analysis, Supervised Learning, Unsupervised Learning, Random Forest Algorithm, Feature Engineering, Logistic Regression, Data Manipulation
中级 · 课程 · 3-6 个月

您将获得的技能: Cash Flows, Balance Sheet, Business Valuation, Working Capital, Financial Statement Analysis, Financial Analysis, Operational Performance Management, Equities, Financial Modeling, Financial Accounting, Performance Analysis, Benchmarking, Financial Data, Enterprise Modeling
混合 · 课程 · 1-4 周