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 Pennsylvania
您将获得的技能: 回归分析, 营销分析, 客户分析, 分析, 消费者行为, 数据驱动的决策制定, 描述性分析, 商业分析, 预测分析, 市场调查, 工艺优化, 数据收集, 客户洞察
混合 · 课程 · 1-3 个月

Universidad Nacional Autónoma de México
您将获得的技能: Supervision, Leadership and Management, Delegation Skills, Leadership Development, Team Leadership, Leadership, Organizational Leadership, Strategic Leadership, Professional Development, Personal Development, People Management, Business Leadership, Motivational Skills, Coordination, Communication Strategies, Decision Making, Coaching
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Public Key Cryptography Standards (PKCS), Cryptography, Programming Principles, Computational Thinking, Pseudocode, Design Strategies, Computer Science, Tree Maps, Encryption, Linear Algebra, Combinatorics, Mathematical Modeling, Advanced Mathematics, IBM Cloud, Python Programming
攻读学位
高级设置 · 专项课程 · 3-6 个月

Amazon Web Services
您将获得的技能: 云基础设施, 数据库, 亚马逊 S3, 集装箱化, 亚马逊云观察, 虚拟网络化, 云计算架构, 云计算, 无服务器计算, 可扩展性, 云存储, 通用网络, 亚马逊弹性计算云 Computing, 亚马逊网络服务, 云安全, 亚马逊 DynamoDB, AWS 身份和访问管理 (IAM)
初级 · 课程 · 1-4 周
Duke University
您将获得的技能: Responsible AI, Data Ethics, Large Language Modeling, Decision Tree Learning, AI Security, Regression Analysis, Generative AI, Artificial Intelligence, AI Product Strategy, Statistical Modeling, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Model Evaluation, Applied Machine Learning, Logistic Regression, Machine Learning Methods, Deep Learning, Visualization (Computer Graphics), Data Literacy
中级 · 专项课程 · 1-3 个月

AI CERTs
您将获得的技能: Responsible AI, Strategic Leadership, AI Enablement, Digital Transformation, Business Strategy, Data Ethics, Organizational Strategy, Business Transformation, Project Management Software, Artificial Intelligence, Emerging Technologies, Business Ethics, Governance, Data-Driven Decision-Making, Workforce Planning
初级 · 课程 · 1-3 个月

您将获得的技能: Multimodal Prompts, Prompt Engineering, Responsible AI, Context Management
初级 · 课程 · 1-4 周

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

您将获得的技能: Social Media Marketing, Social Media Strategy, Social Media Management, Content Creation, Instagram, Digital Marketing, Digital Advertising, Customer Engagement, Brand Awareness, Marketing Analytics, Target Audience
初级 · 课程 · 1-3 个月

New York University
您将获得的技能: 无监督学习, 回归分析, 金融交易, Scikit-learn (机器学习库), 监督学习, 金融服务, 降维, 强化学习, 机器学习, Python 程序设计, 探索性数据分析, 投资组合管理, 应用机器学习, 相关性分析, 决策树学习, 人工神经网络
中级 · 课程 · 1-4 周

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: Statistical Visualization, Model Evaluation, Data Presentation, Statistical Hypothesis Testing, Statistical Analysis, Data Storytelling, Large Language Modeling, Statistical Methods, Data-Driven Decision-Making, Matplotlib, Statistical Inference, Jupyter, Probability & Statistics, Experimentation, Performance Metric
中级 · 课程 · 1-4 周