预测建模课程可以帮助您学习统计技术、数据预处理、Regression 分析和时间序列预测。您可以掌握评估模型性能、特征选择和解释结果的技能,从而做出明智的预测。许多课程都会介绍 R、Python 等工具以及 scikit-learn 和 TensorFlow 等专项库,这些工具支持在各行各业实施预测模型和有效应用 AI 技术。

您将获得的技能: SAP Analytics Cloud, Data Access, Data Modeling, Real Time Data, Stored Procedure, Data Warehousing, Database Development, Data Security, Data Integration, SAP Applications, SQL, Predictive Analytics, Business Reporting, Scripting
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: Python 程序设计, 统计可视化, 探索性数据分析, 数据叙事, Plotly, 专业网络, Excel 公式, 模型评估, IBM Cognos 分析, 仪表板, SQL, 生成式人工智能, 数据转换, 微软Excel, 数据导入/导出, 数据可视化软件, 数据可视化, 交互式数据可视化, 数据展示, 数据分析
攻读学位
初级 · 专业证书 · 3-6 个月

您将获得的技能: Health Technology, Healthcare Ethics, Clinical Informatics, Medical Imaging, Diagnostic Radiology, Clinical Documentation, Radiology, Clinical Assessment, Clinical Nursing, Data Ethics, Responsible AI, Image Analysis, Health Informatics, X-Ray Computed Tomography, Clinical Research, Electronic Medical Record System, Predictive Analytics, Artificial Intelligence, Decision Support Systems, AI Personalization
中级 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Transportation, Supply Chain, and Logistics, Inventory and Warehousing, Supply Chain Management, Business Continuity, Supply Chain Planning, Business Continuity Planning, Crisis Management, Inventory Management System, Forecasting, AI Enablement, Predictive Analytics, Logistics, Data Ethics, Automation, Continuous Monitoring, Logistics Management, Real Time Data, Risk Mitigation, Risk Management, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 课程 · 1-4 周
Duke University
您将获得的技能: MySQL, 微软Excel, 数据叙事, 数据库设计, 业务指标, 预测分析, 仪表板, SQL, 业务流程改进, 业务沟通, 预测建模, Tableau 软件, 数据分析, 数据可视化软件, 关系数据库, 数据可视化, 商业分析, 大数据, 分析
初级 · 专项课程 · 3-6 个月

您将获得的技能: Quality Management, Project Management Life Cycle, Requirements Analysis, Project Scoping, Project Closure, Project Management, Project Planning, Agile Project Management, Continuous Improvement Process, Project Controls, Backlogs, Milestones (Project Management), Project Risk Management, Stakeholder Analysis, Quality Assessment, Team Management, Agile Methodology, Change Management, Interviewing Skills, Applicant Tracking Systems
攻读学位
初级 · 专业证书 · 3-6 个月

University of Pennsylvania
您将获得的技能: 运筹学, 概率分布, 统计方法, 决策树学习, 风险分析, Excel 公式, 预测分析, 工艺优化, 回归分析, 微软Excel, 业务建模, 电子表格软件, 预测, 金融建模, 模拟和模拟软件, 数据分析软件, 分析, 谷歌工作表
混合 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness
初级 · 课程 · 1-4 周

IBM
您将获得的技能: Python 程序设计, Pandas(Python 软件包), 统计分析, 探索性数据分析, 数据科学, NumPy, 数据清理, 模型评估, 数据转换, Matplotlib, 数据导入/导出, 回归分析, 数据驱动的决策制定, 预测建模, 数据预处理, 数据可视化, 数据操作, 数据分析, Scikit-learn (机器学习库)
中级 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Data Analysis, Advanced Analytics, Statistical Analysis, Correlation Analysis, Analytical Skills, Business Analytics, Statistical Modeling, Model Evaluation, Variance Analysis, Predictive Modeling, Machine Learning, Python Programming
高级设置 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Risk Mitigation, Business Analysis, Business Process Modeling, Risk Analysis, Data Presentation, Interactive Data Visualization, Project Scoping, Data Visualization, Process Flow Diagrams, Stakeholder Analysis, Process Optimization, Prompt Engineering, Stakeholder Management, Digital Transformation, Responsible AI, Excel Formulas, Microsoft Excel, Business Analytics, Business Requirements
初级 · 专业证书 · 3-6 个月
Duke University
您将获得的技能: AI 个性化服务, 统计分析, 层叠样式表(CSS), Encryption, 计算机编程, 事件驱动编程, 文件输入/输出, Algorithm, 调试, Java 编程, 预测建模, 数据处理, 软件设计, 数据导入/导出, 集成开发环境, 图像分析, 计划发展, 软件工程, Javascript, 数据分析
初级 · 专项课程 · 3-6 个月