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。

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Literacy, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, JSON, Data Integration, Statistical Analysis, Pandas (Python Package), Image Analysis, Advanced Analytics, Analytical Skills, Analysis, Data-Driven Decision-Making, Case Studies, Data Manipulation, AI Enablement, Descriptive Statistics, Statistical Inference, Unsupervised Learning
初级 · 专项课程 · 3-6 个月

Macquarie University
您将获得的技能: 叙事, 沟通, 会议促进, 高管风采, 沟通策略, 说服沟通, 战略传播, 人际沟通, 语言交流技能, 利益攸关方沟通, 积极倾听, 团队领导, 公开演讲, 影响, 促进讨论, 管理团队
混合 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 管理, 生成式人工智能, 生成对抗网络 (GAN), 商业策略, Data Governance, 负责任的人工智能, 大数据, AI 个性化服务, AI 产品战略, AI 赋能, 分析, 客户数据管理, 数据驱动的决策制定, 欺诈检测, 数据安全, 机器学习, 人力资源, 数据伦理, 机器学习算法, 信用风险
初级 · 专项课程 · 3-6 个月

您将获得的技能: Process Optimization, Operational Analysis, Business Process Reengineering, Process Improvement, Business Strategy, Operational Efficiency, Program Evaluation, Performance Measurement, Business Operations, Business Process, Organizational Strategy, Business Transformation, Strategic Decision-Making, Needs Assessment, Analysis, Organizational Change
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 创业, 协作, 战略决策, 创新, 构思, 技术战略, 创业融资, 团队管理, 业务规划, 创造性思维, 新产品开发, 创造性地解决问题, 开放的心态, 业务建模, 战略思维, 战略规划, 认知灵活性, 管理团队, 创造力, 价值主张
攻读学位
初级 · 专项课程 · 3-6 个月

AI CERTs
您将获得的技能: Agentic systems, Generative AI Agents, AI Workflows, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Ethics, Social Impact, Problem Solving, Analysis, Business Planning
初级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 概率分布, 运筹学, 电子表格软件, 微软Excel, 数据驱动的决策制定, 风险管理, 风险分析, 预测建模, 模拟和模拟软件, 统计假设检验, 数学建模, 统计分析
混合 · 课程 · 1-4 周

The University of Edinburgh
您将获得的技能: 研究, 多样性意识, 批判性思维, 情绪商数, 开放的心态, 决策, 同理心
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Performance Metric, Statistical Analysis, Test Script Development, Large Language Modeling, Business Metrics, Model Evaluation, Prompt Engineering, Natural Language Processing
中级 · 课程 · 1-4 周

您将获得的技能: Google Analytics, Marketing Analytics, Web Analytics, Marketing Strategies, Advertising Campaigns, Customer Insights, Analytics, Target Audience, Trend Analysis, Strategic Marketing, Digital Marketing, Performance Reporting, Performance Analysis, Business Reporting
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Marketing Automation, AI Personalization, Marketing Effectiveness, Marketing, Content Marketing, Marketing Strategies, MarTech, Advertising Campaigns, Agentic Workflows, AI Enablement, Marketing Analytics, Customer Relationship Management, Data-Driven Decision-Making, Social Media Management, Customer experience improvement
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Empathy, Team Leadership, Compassion, Influencing, Emotional Intelligence, Team Building, Leadership, Initiative and Leadership, Social Skills, digital literacy, Self-Awareness, Media and Communications, Digital Communications, Interpersonal Communications, Decision Making, Empathy & Emotional Intelligence, Independent Thinking, Open Mindset, Conflict Management, Accountability
初级 · 专项课程 · 3-6 个月