模型验证课程可以帮助您学习统计技术、性能指标、过拟合预防和交叉验证方法。您可以掌握评估模型准确性、理解偏差-方差权衡以及实施稳健验证框架的技能。许多课程介绍了 R、Python 等工具以及 scikit-learn 和 TensorFlow 等专门库,这些工具支持将这些验证技术应用于传统统计模型和人工智能 (AI) 应用中使用的模型。

Coursera
您将获得的技能: Capital Budgeting, Cash Flows, Financial Modeling, Excel Formulas, Financial Analysis, Data-Driven Decision-Making, Project Finance, Microsoft Excel
中级 · 课程 · 1-4 周

您将获得的技能: Machine Learning Methods, Predictive Modeling, Model Training, Statistical Machine Learning, Machine Learning Software, Model Optimization, Performance Analysis, Performance Metric, Performance Improvement
中级 · 课程 · 1-4 周

您将获得的技能: Model Optimization, Model Training, Model Evaluation, Performance Tuning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning Methods, Machine Learning Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Apache Airflow, Data Governance, Data Management, Apache Spark, PySpark, Databricks, Record Keeping
中级 · 课程 · 1-4 周

您将获得的技能: Verification And Validation, Release Management, Maintainability, Experimentation, Performance Testing, Benchmarking, Performance Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Financial Modeling, Microsoft Excel, Financial Forecasting, Excel Formulas, Cash Flow Forecasting, Auditing, Business Modeling, Risk Analysis, Financial Analysis, Spreadsheet Software, Cash Flows, Business Valuation, Model Evaluation, Dependency Analysis, Verification And Validation, Quality Assurance
中级 · 课程 · 1-4 周
University of Colorado Boulder
您将获得的技能: Computational Logic, Systems Design, Verification And Validation, Computer Engineering, Communication Systems, Systems Analysis, Software Systems, Process Modeling, Functional Testing, Theoretical Computer Science, Computational Thinking, Functional Specification, Software Architecture, Model Optimization, Software Design, Graph Theory, Software Testing, Software Quality Assurance, Computer Architecture, Logical Reasoning
初级 · 专项课程 · 1-3 个月

您将获得的技能: Performance Metric, Predictive Modeling, Data-Driven Decision-Making, Failure Analysis, Statistical Analysis, Statistical Hypothesis Testing, Sampling (Statistics)
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计方法, 统计假设检验, 统计建模, 逻辑回归, 概率分布, Model Evaluation, 统计分析, 数据分析, 数据科学, 概率与统计, 预测建模, 回归分析, 统计推理, 模型评估
混合 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Scalability, Model Optimization, CI/CD, Continuous Deployment, Machine Learning Software, Continuous Delivery, Model Training, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Automation, Business Priorities, Performance Analysis, YAML
高级设置 · 课程 · 1-4 周

您将获得的技能: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Working Capital, Cash Flows, Income Statement, Financial Analysis, Financial Accounting, Revenue Recognition, Business Valuation, Standard Accounting Practices, Generally Accepted Accounting Principles (GAAP), Equities, Business Reporting, Spreadsheet Software, Data Visualization, Capital Expenditure, Financial Modeling, Finance, Corporate Finance
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Auditing, Financial Auditing, Excel Formulas, Version Control, Financial Modeling, Microsoft Excel, Model Evaluation, Change Control, Audit Planning, Financial Data, Analysis, Dependency Analysis, Case Studies, Performance Analysis, Technical Documentation, Performance Metric
中级 · 课程 · 1-4 周