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: Business Leadership, Strategic Leadership, Data Ethics, Strategic Decision-Making, Responsible AI, Decision Intelligence, Business Strategy, Leadership, Risk Analysis, Artificial Intelligence, Business Risk Management, Risk Mitigation, Culture Transformation, AI Integrations, Stakeholder Communications, Accountability, Communication
初级 · 课程 · 1-4 周

University of Glasgow
您将获得的技能: Data Literacy, Case Studies, Data-Driven Decision-Making, Strategic Decision-Making, Decision Making, Data Quality, Crisis Management, Leadership, Strategic Leadership, Leadership Development, Data Validation, Data Management, Leadership and Management, Analytical Skills, Digital Transformation, Agile Methodology
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Healthcare Ethics, Diagnostic Tests, Statistical Methods, Statistical Machine Learning, Patient Communication, Health Care Procedure and Regulation, Clinical Research, Model Evaluation, Data Ethics, Probability & Statistics, Health Technology, Health Informatics, Decision Intelligence, Health Policy, Responsible AI, Machine Learning, Applied Machine Learning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Health Disparities
初级 · 课程 · 1-4 周
您将获得的技能: Java, Java Programming, Performance Tuning, Data Structures, Software Engineering, Tree Maps, Scalability, Algorithms, Benchmarking, Theoretical Computer Science
高级设置 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Model Evaluation, Predictive Analytics, Classification And Regression Tree (CART), Statistical Modeling, Risk Modeling, Decision Tree Learning, Data Analysis, R Programming, Model Training, Logistic Regression, Feature Engineering, Model Deployment, Data Import/Export, Data Validation, Exploratory Data Analysis, Data Persistence, Data Preprocessing, Model Optimization, Scientific Visualization
初级 · 课程 · 1-4 周

Packt
您将获得的技能: Agile 方法论, 利益相关者的参与, 团队领导, 领导与管理, 利益相关者管理, 利益相关者分析, 挣值管理, Agile 项目管理, 项目风险管理, 交流, 冲突管理, 风险分析, 领导能力, 风险管理, 敏捷项目管理, 解决方案交付, 人际沟通, 用户故事, 合同管理, 敏捷产品开发, 敏捷方法, 利益攸关方沟通
中级 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Model Deployment, Model Evaluation, Predictive Analytics, Predictive Modeling, Advanced Analytics, Regression Analysis, Statistical Modeling, Business Analytics, Data Preprocessing, Data-Driven Decision-Making, Data Mining, Feature Engineering, Model Training, Statistical Methods, Statistical Analysis, Decision Tree Learning, Data Transformation, Model Optimization, Artificial Neural Networks
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Model Optimization, Artificial Neural Networks, Model Training, Model Evaluation, Decision Tree Learning, Machine Learning Algorithms, Machine Learning
中级 · 课程 · 1-3 个月

University of Cambridge
您将获得的技能: Childhood Education and Development, Human Learning, Child Development, Psychology, Empathy & Emotional Intelligence, Sensory Systems Analysis, Teaching, Decision Making, Learning Theory, Instructional Strategies, K-12 pedagogy, Pedagogy, Learning Strategies, Developmental Disabilities, Empathy, Neurology, Magnetic Resonance Imaging, Electrophysiology, Human Development, Decision Intelligence
初级 · 专项课程 · 3-6 个月
University of California, Irvine
您将获得的技能: Encryption, 加密, 区块链, 验证和确认, 数据完整性, 加密技术, 密码协议, Blockchain, 数据结构, 事务处理, 金融科技
初级 · 课程 · 1-4 周
您将获得的技能: Performance Tuning, Java, Memory Management, Computational Thinking, Algorithms, Java Programming, Data Structures, Scalability, Programming Principles, Debugging, Management Consulting, Mitigation, Project Implementation
高级设置 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 开放的心态, 团队合作, 组织战略, 绩效衡量, 创造性思维, 性能指标, 团队协作
初级 · 课程 · 1-4 周