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。

Universidades Anáhuac
您将获得的技能: Financial Statements, Financial Statement Analysis, Cash Management, Working Capital, Entrepreneurial Finance, Financial Analysis, Cash Flow Forecasting, Business Metrics, Entrepreneurship, Financial Management, Key Performance Indicators (KPIs), Operational Efficiency, Business Strategies, Finance, Strategic Decision-Making
中级 · 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
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

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

Alex Genadinik
您将获得的技能: Closing (Sales), Consultative Selling, Selling Techniques, Active Listening, Customer Relationship Building, Sales Process, Sales Strategy, Non-Verbal Communication, Overcoming Objections, Rapport Building, Interpersonal Communications, Consumer Behaviour
混合 · 课程 · 1-4 周

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: MLOps (Machine Learning Operations), Model Deployment, Scalability, CI/CD, Continuous Deployment, Application Deployment, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Process Optimization, Verification And Validation, Automation, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making
高级设置 · 课程 · 1-4 周

您将获得的技能: Financial Statement Analysis, Budgeting, Banking, Financial Forecasting, Financial Management, Financial Analysis, Corporate Finance, Commercial Lending, Income Statement, Balance Sheet, Wealth Management, Cash Flow Forecasting, Financial Modeling, Bank Regulations, Working Capital, Consumer Lending
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Dashboard, Application Performance Management, System Monitoring, Enterprise Application Management, Performance Tuning, Performance Analysis, Management Reporting, Performance Metric, Anomaly Detection, Real Time Data, Continuous Monitoring, Root Cause Analysis, Operational Performance Management, Business Metrics, Transaction Processing, Key Performance Indicators (KPIs), Data-Driven Decision-Making
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: GitHub, 负责任的人工智能, 数据管理, Data Management, 集装箱化, MLOps(机器学习 Operator), 拥抱的脸, 大数据, AWS SageMaker, 云计算, 数据操作, 模型部署, 数据分析, Pandas(Python 软件包), 机器学习, Devops, Python 程序设计, NumPy, 探索性数据分析, 微软 Azure, 云部署
高级设置 · 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