Prediction 分析课程
预测解析课程可以帮助您学习数据收集技术、统计建模和机器学习基础知识。您可以掌握解释 Data Model、进行预测和评估模型性能的技能。许多课程会介绍 R、Python 和 Tableau 等工具，这些工具支持数据集分析和结果可视化。您还将探索 Regression Analysis、Time Series 预测和风险评估等关键主题，使您能够根据预测见解做出明智的决策。
热门预测分析课程和认证
University of California San Diego
您将获得的技能: 数据可视化, 网络框架, 设计思维, 预测建模, 机器学习, 交互式数据可视化, 监督学习, 统计建模, 数据处理, 功能工程, 数据操作, 预测分析, 分类算法, 模型培训, 机器学习方法, MLOps（机器学习运营）, Model Evaluation, 模型评估, 统计机器学习, Python 编程, 模型部署
Dartmouth College
您将获得的技能: Predictive Modeling, Analytics, Predictive Analytics, Advanced Analytics, Scikit Learn (Machine Learning Library), Model Evaluation, Digital Transformation, Business Analytics, Model Training, Ethical Standards And Conduct, Data Ethics, Data-Driven Decision-Making, Feature Engineering, Applied Machine Learning, Statistical Machine Learning, Statistical Modeling, Data Strategy, Regression Analysis, Supervised Learning, Model Optimization
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
Illinois Tech
您将获得的技能: Predictive Modeling, Machine Learning Algorithms, Predictive Analytics, Data Cleansing, Unsupervised Learning, Data Transformation, Data Analysis, Statistical Machine Learning, Analytics, Data Science, Data Mining, R (Software), Classification Algorithms, Applied Machine Learning, Supervised Learning, Decision Tree Learning, Data Preprocessing, Machine Learning, Artificial Neural Networks
University of Pennsylvania
您将获得的技能: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Advanced Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Model Training, Forecasting, Machine Learning Methods, Random Forest Algorithm, Regression Analysis, Machine Learning, Logistic Regression, Python Programming
University of Minnesota
您将获得的技能: Predictive Modeling, Predictive Analytics, Business Analytics, Business Planning, Customer Analysis, Project Design, Advanced Analytics, Machine Learning Methods, Applied Machine Learning, Business Analysis, Solution Design, Sprint Planning, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Ideation, Decision Tree Learning, Deep Learning
是什么让您今天来到 Coursera？
您将获得的技能: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Predictive Analytics, Data Analysis, Minitab, Statistical Methods, Forecasting, Business Analytics, Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Case Studies, Financial Analysis, Microsoft Excel
您将获得的技能: Prompt Engineering, Data Storytelling, Data Presentation, Dashboard, Dashboard Creation, Interactive Data Visualization, Generative AI, Data Ethics, Responsible AI, Infographics, Data Visualization, Anomaly Detection, Excel Formulas, Predictive Modeling, Data Visualization Software, Microsoft Copilot, Risk Mitigation, Risk Analysis, Predictive Analytics, Automation
University of Minnesota
您将获得的技能: 时间序列分析和预测, 预测建模, 数据清理, 数据转换, 统计建模, 预测分析, 数据操作, 数据预处理, 功能工程, Excel 公式, 模型培训, 回归分析, 预测, Microsoft Excel, Model Evaluation, 模型评估, 透视表和图表, 统计方法, 电子表格软件, 模型优化
University of Minnesota
您将获得的技能: 时间序列分析和预测, 模拟和模拟软件, 交通运输, 数学建模, 预测建模, 运筹学, 供应链系统, 预测分析, 数据预处理, 业务建模, 供应链, 劳动力管理, 概率, 模型培训, 概率分布, 商业分析, Model Evaluation, 模型评估, 供应链规划, 模拟, 统计方法
University of Colorado Boulder
您将获得的技能: 数据可视化, 预测建模, 制图, 数据清理, 数据展示, 统计建模, 数据驱动决策, 预测分析, 分类算法, 统计可视化, 分析, 数据分析软件, 数据分析, 逻辑回归, 商业分析, 探索性数据分析, 回归分析, 统计机器学习, Microsoft Excel, 应用机器学习
您将获得的技能: Generative AI, Financial Forecasting, Predictive Modeling, Financial Modeling, Financial Data, Market Data, Predictive Analytics, Financial Analysis, Portfolio Management, Financial Acumen, Risk Management, Investment Management, Risk Analysis, Spreadsheet Software, AI Integrations, Portfolio Risk, Financial Reporting, Analysis, Power BI, Automation
总之，以下是 10 最受欢迎的 predictive analytics 课程
- 用于预测分析的 Python 数据产品: University of California San Diego
- Predictive Analytics: Dartmouth College
- Optimize AI: Build & Evaluate Predictive Models: Coursera
- Predictive Analytics: Illinois Tech
- Intro to Predictive Analytics Using Python: University of Pennsylvania
- Predictive Analytics Project Ideation: University of Minnesota
- Predictive Analytics: Apply, Analyze & Interpret: EDUCBA
- Microsoft Generative AI for Data Analysis: Microsoft
- 预测建模简介: University of Minnesota
- 决策分析: University of Minnesota
