Prediction 模型课程
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。
热门预测建模课程与认证
您将获得的技能: Simulation and Simulation Software, Control Systems, Mathematical Modeling, Engineering Analysis, Data Import/Export, Systems Engineering, Performance Tuning, Electronics Engineering
The Chinese University of Hong Kong
您将获得的技能: Mathematical Modeling, Problem Solving, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling, Data Structures, Debugging
您将获得的技能: Dashboard, Data Transformation, SPSS (Software), SPSS, Descriptive Analytics, Data Visualization, Logistic Regression, Regression Analysis, Correlation Analysis, Analytics, Data Presentation, Data Preprocessing, Descriptive Statistics, Business Analytics, Statistical Modeling, Advanced Analytics, Data Analysis, Exploratory Data Analysis, Market Data, Statistical Analysis
Johns Hopkins University
您将获得的技能: Epidemiology, Mathematical Modeling, Infectious Diseases, Public Health, Risk Modeling, Statistical Modeling, Predictive Modeling, Health Policy, Forecasting, Model Evaluation, Data Analysis, Statistics
University of Colorado Boulder
您将获得的技能: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Energy and Utilities, Data Visualization, Pandas (Python Package), Supervised Learning, Climate Change Mitigation, Anomaly Detection, Environment, International Relations
您将获得的技能: SketchUp (3D Modeling Software), AutoCAD, 3D Modeling, Visualization (Computer Graphics), Animations
Starweaver
您将获得的技能: Business Process Modeling, Business Process, Digital Transformation, Business Process Management, Business Process Improvement, Process Design, Business Process Automation, Process Analysis, Business Transformation, Process Management, Case Studies, Workflow Management, Process Optimization, Quality Improvement, Lean Methodologies, AI Workflows, Six Sigma Methodology, Innovation, Automation, Analysis
您将获得的技能: SketchUp (3D Modeling Software), 3D Modeling, Visualization (Computer Graphics), Conceptual Design, AutoCAD, Design Thinking, Architectural Design, Architectural Drawing, Animations, Layout Design, 3D Assets, Virtual Environment, Model Evaluation, Software Installation, Design Software, Spatial Analysis, User Interface (UI)
Microsoft
您将获得的技能: Star Schema, Data Analysis Expressions (DAX), Power BI, Data Modeling, Database Design, Performance Tuning, Data Integration, Data Analysis, Data Transformation
Johns Hopkins University
您将获得的技能: 机器学习, 统计推理, 统计分析, 数据分析, 数据建模, 探索性数据分析, 统计建模, 模型评估, 统计方法, R 程序设计, 数据预处理, 统计假设检验, 分类与回归树 (CART), 数据科学, 回归分析, 预测建模, Rmarkdown, Model Evaluation, Tidyverse（R 软件包）
您将获得的技能: Recurrent Neural Networks (RNNs), Transfer Learning, Large Language Modeling, Natural Language Processing, Vision Transformer (ViT), Deep Learning, PyTorch (Machine Learning Library), Tensorflow, Artificial Neural Networks, Embeddings, Computer Vision
Johns Hopkins University
您将获得的技能: 物理学, 数据分析, 数值分析, 工程计算, 衍生产品, 应用数学, 微积分, 空间数据分析, 矢量数据库, 机械, 数学建模, 数据整合, 概率, 积分微积分, 数学理论与分析, 几何学, 高等数学
总之，以下是 10 最受欢迎的 predictive modeling 课程
- Modeling and Simulation with Simulink : MathWorks
- Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
- Apply Advanced SPSS Data Analytics & Modeling: EDUCBA
- Infectious Disease Modeling in Practice: Johns Hopkins University
- Modeling and Predicting Climate Anomalies: University of Colorado Boulder
- Master Advanced SketchUp Modeling & Visualization Workflows: EDUCBA
- Business Process Modeling with AI: Starweaver
- Apply & Master 3D Architectural Modeling Workflows: EDUCBA
- Modeling Data in Power BI: Microsoft
- 在 Tidyverse 中建立数据模型: Johns Hopkins University
