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: Power BI, Data Modeling, Data Storytelling, Business Intelligence, Interactive Data Visualization, Data Analysis Expressions (DAX), Dashboard, Data Transformation, Data Presentation, Data Visualization Software, Extract, Transform, Load, Cloud Deployment, Data Cleansing, Data Import/Export, Management Reporting
初级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Data Preprocessing, Performance Analysis, Performance Tuning, Predictive Modeling, Data Pipelines, Data Transformation
中级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Emotional Intelligence, Self-Awareness, Empathy & Emotional Intelligence, Personal Development, Initiative and Leadership, Mindfulness, Leadership, Adaptability, Stress Management, Overcoming Obstacles, Decision Making, Goal Setting
中级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Feasibility Studies, Project Management Life Cycle, Project Portfolio Management, Program Management, Strategic Planning, Project Management, Financial Analysis, Case Studies, Business Analysis, Complex Problem Solving, Project Finance, Cost Benefit Analysis, Risk Management, Decision Making
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Multimodal Prompts, Prompt Patterns, AI Enablement, AI Personalization, LLM Application, Ideation, Solution Design
初级 · 课程 · 1-4 周

您将获得的技能: Nursing Administration, Financial Reporting, Budget Management, Variance Analysis, Financial Statements, Forecasting, Nursing Management, Financial Acumen, Financial Management, Budgeting, Operating Budget, Cost Management, Data-Driven Decision-Making, Return On Investment
中级 · 课程 · 1-4 周

您将获得的技能: Statistical Reporting, Web Analytics, Statistical Process Controls, Data Analysis, Statistical Analysis, Strategic Decision-Making, Analytics, Statistical Methods, Business Metrics, Performance Metric, Performance Analysis, Anomaly Detection, Descriptive Analytics, Customer Engagement, Benchmarking
中级 · 课程 · 1-4 周
Scrum Alliance
您将获得的技能: Prompt Engineering, Responsible AI, Prompt Engineering Tools, AI Workflows, AI Enablement, AI Product Strategy, Scaled Agile Framework, Artificial Intelligence, Agile Methodology, Generative AI, Kanban Principles
初级 · 课程 · 1-4 周

您将获得的技能: Reinforcement Learning, Regulatory Compliance, Due Diligence, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Policy Analysis, Policy Development, Algorithms
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: AI Enablement, Model Evaluation, Performance Metric, Artificial Intelligence and Machine Learning (AI/ML), Strategic Leadership, Responsible AI, Machine Learning Algorithms, Data Quality, Model Deployment, Machine Learning, Algorithms, Classification Algorithms, Artificial Neural Networks, Decision Tree Learning, Random Forest Algorithm, Resource Utilization, System Requirements, Data Management
中级 · 课程 · 1-3 个月

您将获得的技能: Content Performance Analysis, Web Analytics, Multimedia, Web Content, Drive Engagement, Content Marketing, Content Strategy, Content Development and Management, Analytics, Customer experience improvement, Search Engine Optimization, Performance Analysis, Data Analysis, Information Architecture, Process Improvement and Optimization, Data-Driven Decision-Making
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 沟通, 数据叙事, 数据可视化软件, 数据扫盲, 分析, 医疗保健, 商业分析, 数据驱动的决策制定, 数据质量, 数据分析, 信息图表, 数据收集, 数字化营销, 数据可视化
攻读学位
初级 · 课程 · 1-4 周