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。
University of Toronto
您将获得的技能: 数据可视化软件, 数据分析, 统计方法, 健康信息学, 生物信息学, 科学可视化, 分析, 数据库, 网络分析, 生命科学, Tree 地图, 探索性数据分析, 无监督学习, 生物统计学, 数据库软件, 数据综合, 技术交流, 数据挖掘, 分子生物学, 数据处理
初级 · 专项课程 · 3-6 个月

您将获得的技能: User Feedback, Stakeholder Communications, Surveys, Stakeholder Management, Performance Metric, Data Presentation, Change Management, Business Transformation, Communication, Organizational Change, Data-Driven Decision-Making, Agile Project Management, Communication Strategies, Key Performance Indicators (KPIs), Data Analysis, Case Studies
初级 · 课程 · 1-4 周

您将获得的技能: Emotional Intelligence, Personal Development, Empathy & Emotional Intelligence, Self-Awareness, Persistence, Self-Motivation, Adaptability, Resilience, Interpersonal Communications, Cultural Diversity, Communication, Decision Making
初级 · 课程 · 1-3 个月

您将获得的技能: Culture Transformation, Human Resource Strategy, Human Capital, Organizational Change, Diversity and Inclusion, Strategic Leadership, Talent Management, Business Transformation, Change Management, Workforce Planning, Organizational Effectiveness, Data-Driven Decision-Making, Predictive Analytics, Strategic Partnership
中级 · 课程 · 1-4 周

您将获得的技能: Earned Value Management, Performance Metric, Project Controls, Variance Analysis, Scheduling
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Financial Analysis, Capital Expenditure, Return On Investment, Business Strategy, Data-Driven Decision-Making, Capital Budgeting, Financial Modeling, Financial Statements, Corporate Finance, Risk Analysis, Presentations
中级 · 课程 · 1-4 周

Erasmus University Rotterdam
您将获得的技能: 供应与需求, 经济学, 决策, 税收, 公共政策, 行为经济学, 社会经济学, 市场分析, 金融市场, 消费者行为, 环境问题, 可持续发展, 市场动态
初级 · 课程 · 1-3 个月

AI CERTs
您将获得的技能: Generative AI Agents, Agentic systems, Game Design, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Video Game Development, Animation and Game Design, Generative AI, Game Theory, Design, Design and Product
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Jira (Software), Sprint Planning, Work Breakdown Structure, Dashboard, Sprint Retrospectives, User Story, Verification And Validation, Quality Assurance, Issue Tracking, Software Testing, Data Visualization, Test Planning, Workflow Management, Project Management, Capacity Planning, Data-Driven Decision-Making, Kanban Principles, Continuous Improvement Process, Agile Methodology, Root Cause Analysis
中级 · 专项课程 · 3-6 个月

Alex Genadinik
您将获得的技能: Empathy, Strategic Decision-Making, Productivity, Self-Motivation, Time Management, Stress Management, Self-Discipline, Creativity, Mental Concentration, Growth Mindedness, Empathy & Emotional Intelligence, Data-Driven Decision-Making, Emotional Intelligence, Strategic Prioritization, Personal Development, Ingenuity, Open Mindset, Critical Thinking, Resilience, Business Leadership
初级 · 专项课程 · 3-6 个月

您将获得的技能: Model Context Protocol, OpenAI API, Retrieval-Augmented Generation, OpenAI, Generative AI Agents, Embeddings, ChatGPT, Agentic systems, Vector Databases, Generative AI, Artificial Intelligence, Context Management, Model Evaluation, Application Programming Interface (API), Python Programming, Application Deployment
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Generative AI, Sustainable Design
获得学位
学位 · 1-4 年