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: Health Technology, Medical Imaging, Diagnostic Radiology, Clinical Documentation, Radiology, Clinical Assessment, Clinical Nursing, Responsible AI, Diagnostic Tests, Health Informatics, X-Ray Computed Tomography, Clinical Research, Predictive Analytics, Artificial Intelligence, Decision Support Systems, AI Personalization, Patient-centered Care
中级 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 业务建模, 回归分析, 模拟, 模型评估, 分析, 时间序列分析和预测, Excel 公式, 预测分析, 预测建模, 概率, 概率分布, 商业分析, 运筹学, 预测, 统计, 劳动力管理, 数学建模, 数据预处理, 供应链, 微软Excel
初级 · 专项课程 · 3-6 个月
您将获得的技能: Data Structures, Feature Engineering, MLOps (Machine Learning Operations), Java, Performance Tuning, Data Processing, Applied Machine Learning, System Monitoring, Scalability, Performance Analysis, Performance Testing, Tree Maps, Benchmarking, Graph Theory, Program Implementation
高级设置 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Generative AI, Statistical Methods, Data Literacy, Statistical Analysis, Statistical Reporting, Data-Driven Decision-Making, Correlation Analysis, Technical Communication, Data Visualization, Probability & Statistics, Data Analysis, Exploratory Data Analysis, Scatter Plots, Descriptive Statistics, Statistical Hypothesis Testing, Predictive Analytics, Data Storytelling, Box Plots
初级 · 专项课程 · 1-3 个月

Universidad Austral
您将获得的技能: Regression Analysis, Statistical Inference, Descriptive Statistics, Risk Analysis, Business Risk Management, Business Analytics, Statistics, Sampling (Statistics), Microsoft Excel, Data Analysis, Probability, Statistical Analysis, Data-Driven Decision-Making, Probability Distribution, Statistical Modeling, Data Science
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 模拟和模拟软件, 数据分析, 业务建模, 无监督学习, 工艺优化, 预测分析, 决策, 探索性数据分析, 商业分析, 市场分析, 风险分析, 概率分布, 微软Excel
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Model Evaluation, Applied Machine Learning, Advanced Analytics, Analytics, Statistical Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Machine Learning Algorithms, Workflow Management, Data Ethics, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Decision Tree Learning, Verification And Validation, Python Programming, Classification Algorithms, Performance Tuning
高级设置 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 业务建模, 工艺优化, 商业数学, 分析, 数据驱动的决策制定, 决策, 商业分析, 电子表格软件, 数据建模, 制图, 数学建模, 运筹学, 线性代数, 微软Excel
初级 · 课程 · 1-4 周
您将获得的技能: Performance Tuning, Java, Enterprise Application Management, Computational Thinking, Algorithms, Data Structures, Scalability, Programming Principles, Debugging, Management Consulting, Mitigation, Project Implementation
高级设置 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Applied Machine Learning, Machine Learning, AI Enablement, MLOps (Machine Learning Operations), Technology Roadmaps, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Business Solutions, Organizational Strategy, AI Product Strategy, Organizational Change, Product Roadmaps, Feasibility Studies, System Requirements, Solution Design, Training Programs
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Precision Medicine, Game Theory, Reinforcement Learning, Data-Driven Decision-Making, Clinical Trials, Bioinformatics, Data Analysis, Image Analysis, Analytics, Markov Model, Bayesian Statistics, Time Series Analysis and Forecasting, Forecasting, Data Science, Strategic Decision-Making, Statistical Methods, Anomaly Detection, Applied Machine Learning, Cybersecurity, Statistical Analysis
中级 · 专项课程 · 3-6 个月
CertNexus
您将获得的技能: 计算机视觉, 自然语言处理, 递归神经网络 (RNN), 决策树学习, 卷积神经网络, 分类算法, 深度学习, 人工神经网络, 预测建模, 机器学习算法, 人工智能和机器学习(AI/ML), 随机森林算法, 应用机器学习, 监督学习
中级 · 课程 · 1-3 个月