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: Risk Modeling, Descriptive Statistics, Financial Data, Financial Modeling, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Lending and Underwriting, Predictive Modeling, Commercial Lending, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Performance Metric, Model Evaluation, Supervised Learning, Statistical Hypothesis Testing
中级 · 课程 · 1-3 个月

John Wiley & Sons
您将获得的技能: Predictive Analytics, Patient Safety, Health Informatics, Patient Flow, Patient-centered Care, Hospital Experience, Predictive Modeling, Healthcare Project Management, Clinical Leadership, Care Management, Pain Management, Nursing and Patient Care, Health Care, Data-Driven Decision-Making, Nursing Management, Value-Based Care, Healthcare Industry Knowledge, Health Technology, Data Science, Machine Learning
中级 · 专项课程 · 3-6 个月

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: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, R Programming, Financial Forecasting, Statistical Methods, Model Training, Data Validation, Verification And Validation, Plot (Graphics), Performance Metric
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 仪表板创建, 数据可视化, 查询语言, Plotly, 生成式人工智能, 绘图(图形), Jupyter, 探索性数据分析, 交互式数据可视化, 数据整理, 专业网络, 仪表板, 无监督学习, 数据展示, Model Evaluation, 编程原则, 数据可视化软件, 数据扫盲, 数据故事, 网络抓取, 模型评估
★ 4.6 (15万) · 初级 · 专业证书 · 3-6 个月

您将获得的技能: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Model Training, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Data Processing, Classification Algorithms, Statistical Analysis, Model Optimization
混合 · 课程 · 1-3 个月

MathWorks
您将获得的技能: Matlab, 预测建模, 模型培训, 应用机器学习, 数据预处理, 数据验证, 分类算法, 模型优化, 功能工程, Model Evaluation, 机器学习, 统计机器学习, 机器学习方法, 监督学习, Data Validation, 回归分析, 模型评估
★ 4.8 (119) · 初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Classification And Regression Tree (CART), Decision Tree Learning, Supervised Learning, Predictive Modeling, Risk Modeling, Financial Data, Predictive Analytics, Statistical Machine Learning, Applied Machine Learning, Workflow Management, Data Validation, Data Preprocessing, Data Ethics, Model Evaluation, Model Training, Business Reporting, Responsible AI, Performance Reporting, Business Ethics, Business Communication
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Regression Analysis, Predictive Modeling, Financial Forecasting, Statistical Modeling, Forecasting, Financial Modeling, SPSS, Predictive Analytics, Risk Modeling, Data-Driven Decision-Making, Statistical Analysis, Analytics, Scatter Plots, SPSS (Software), Statistical Methods, Credit Risk, Statistics, Microsoft Excel, Model Evaluation
★ 5 (16) · 混合 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Statistical Modeling, Predictive Analytics, Statistical Software, Big Data, Regression Analysis, Data Management, Feature Engineering, Performance Analysis, Statistical Analysis, Data Preprocessing, Correlation Analysis
★ 4.6 (63) · 中级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Statistical Analysis, Predictive Modeling, R Programming, Data Manipulation, Business Analytics, Data Analysis, Probability & Statistics, Regression Analysis, Time Series Analysis and Forecasting, Case Studies, Decision Tree Learning, Data Structures
初级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 预测建模, 健康信息学, 模型部署, 模型培训, 数据收集, 数据分析, 应用机器学习, 定性研究, 风险建模, Model Evaluation, 临床数据管理, 重症监护医学, 临床信息学, 临床研究, 临床实践, 重症监护室, 模型评估, 预测分析, 决策支持系统
中级 · 课程 · 1-3 个月