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。

LearnKartS
您将获得的技能: Project Closure, Project Controls, Procurement, Scope Management, Earned Value Management, Project Management, Project Schedules, Cost Management, Project Management Institute (PMI) Methodology, Project Planning, Stakeholder Communications, Project Performance, Project Implementation, Timelines, Scheduling, Cost Estimation, Waterfall Methodology, Quality Management, Variance Analysis, Software Development Methodologies
初级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: 数学建模, 员工队伍规划, 资源分配, 投资管理, 运营管理, 投资组合管理, 生产运营, 生产规划, 财务, 应用数学, 决策, 商业分析, 劳动力管理, 财务建模, 供应链, 分析, 业务分析, 运筹学, 工艺优化, Microsoft Excel
初级 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Operations Research, Analytics, Business Analytics, Process Optimization, Digital Transformation, Predictive Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Data Science, Feature Engineering, Complex Problem Solving, Logistics, Model Evaluation, Python Programming, Decision Making, Cloud Computing
中级 · 课程 · 1-3 个月
CertNexus
您将获得的技能: 模型评估, 统计建模, 监督学习, 回归分析, 无监督学习, 机器学习算法, 线性代数, 性能调整, 预测建模, 机器学习, 分类算法
中级 · 课程 · 1-3 个月

您将获得的技能: Financial Modeling, Financial Statement Analysis, Risk Modeling, Capital Budgeting, Risk Management, Financial Auditing, Data Cleansing, Portfolio Risk, Power BI, Financial Analysis, Data Storytelling, Descriptive Statistics, Risk Analysis, Financial Data, Financial Forecasting, Budgeting, Credit Risk, Predictive Modeling, Microsoft Excel, Data Visualization
中级 · 专业证书 · 3-6 个月

您将获得的技能: Classification And Regression Tree (CART), Data-Driven Decision-Making, Minitab, Regression Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Case Studies, Business Analytics, Decision Tree Learning, Predictive Analytics, Estimation, Statistical Visualization, Probability & Statistics, Microsoft Excel, Statistical Analysis, Data Visualization Software, Predictive Modeling, Data Analysis, Statistics, Analytical Skills
初级 · 专项课程 · 1-3 个月

您将获得的技能: Predictive Modeling, Model Evaluation, Predictive Analytics, Statistical Modeling, Risk Modeling, Decision Tree Learning, Data Analysis, R Programming, Logistic Regression, Feature Engineering, Model Deployment, Data Import/Export, Exploratory Data Analysis, Data Preprocessing
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Visualization, A/B Testing, Sampling (Statistics), Data Analysis, Exploratory Data Analysis, Regression Analysis, Data Visualization Software, Data Presentation, Data Ethics, Feature Engineering, Statistical Hypothesis Testing, Statistics, Statistical Analysis, Data Science, Tableau Software, Machine Learning, Object Oriented Programming (OOP), Interviewing Skills, Python Programming
攻读学位
高级设置 · 专业证书 · 3-6 个月

您将获得的技能: Fraud detection, Marketing Analytics, Predictive Modeling, Customer Analysis, Feature Engineering, Marketing Effectiveness, Exploratory Data Analysis, Anomaly Detection, Customer Retention, Advanced Analytics, Market Analysis, Predictive Analytics, Statistical Analysis, Sales Management, Analytics, Data Analysis, R Programming, Credit Risk, Applied Machine Learning, Analytical Skills
初级 · 专项课程 · 1-3 个月

您将获得的技能: Resource Allocation, Customer Insights, Marketing Effectiveness, Customer Relationship Management, Analytical Skills, Target Audience, Statistical Modeling
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Visualization, Statistical Hypothesis Testing, Data Visualization Software, Interactive Data Visualization, Data Presentation, Health Informatics, Data Analysis, Healthcare Ethics, Technical Communication, Supervised Learning, Looker (Software), Statistical Analysis, Statistics, Predictive Analytics, Health Care, Healthcare Industry Knowledge, Data Literacy, Health Technology, Regression Analysis
中级 · 专项课程 · 1-3 个月

您将获得的技能: Data Cleansing, Data Transformation, Data Preprocessing, Data Wrangling, Data Quality, Data Manipulation, Feature Engineering, Data Validation, Pandas (Python Package), Predictive Modeling, Exploratory Data Analysis, Quality Assurance, Descriptive Analytics, Technical Documentation
中级 · 课程 · 1-4 周