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
University of Minnesota
您将获得的技能: 统计方法, 电子表格软件, 回归分析, 模型优化, 数据转换, 预测分析, Excel 公式, 数据预处理, 数据操作, 功能工程, 时间序列分析和预测, 模型评估, 预测, Model Evaluation, 统计建模, 透视表和图表, 数据清理, 模型培训, Microsoft Excel, 预测建模
University of California, Irvine
您将获得的技能: 逻辑回归, 分析, 回归分析, 分类算法, 机器学习, 预测分析, 无监督学习, 监督学习, 模型评估, Model Evaluation, 决策树学习, 描述性分析, 预测建模, 模型培训
您将获得的技能: Financial Modeling, Financial Statements, Financial Forecasting, Financial Statement Analysis, Risk Modeling, Risk Management Framework, Capital Budgeting, Risk Management, Financial Auditing, Data Cleansing, Financial Data, Portfolio Risk, Financial Analysis, Risk Analysis, Budgeting, Credit Risk, Predictive Modeling, Power BI, Microsoft Excel, Data Visualization
您将获得的技能: Descriptive Statistics, Data Analysis, Predictive Modeling, Predictive Analytics, Data Literacy, Statistical Modeling, Business Analytics, Statistical Hypothesis Testing, Exploratory Data Analysis, Data-Driven Decision-Making, Customer Analysis, Statistical Machine Learning, Data Science, Model Evaluation, Scikit Learn (Machine Learning Library), Statistical Analysis, Feature Engineering, Data Visualization, Statistical Inference, Supervised Learning
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
University of Colorado Boulder
您将获得的技能: 逻辑回归, 数据可视化, 分析, 探索性数据分析, 统计可视化, 数据展示, 数据分析软件, 回归分析, 分类算法, 数据分析, 预测分析, 商业分析, 应用机器学习, 数据驱动决策, 统计建模, 统计机器学习, 预测建模, Microsoft Excel, 数据清理, 制图
是什么让您今天来到 Coursera？
Edureka
您将获得的技能: 分析, Python 编程, 机器学习方法, 统计分析, 机器学习, 数据分析, Scikit Learn（机器学习库）, 统计方法, 数据预处理, 预测分析, 模型优化, 商业分析, 数据操作, 应用机器学习, Pandas（Python 软件包）, NumPy, 统计机器学习, 统计建模, 预测建模, 模型培训
您将获得的技能: Model Evaluation, Feature Engineering, Data Preprocessing, Demand Planning, Financial Data, Predictive Modeling, Customer Demand Planning, Data-Driven Decision-Making, Exploratory Data Analysis, R Programming, Customer Analysis, Profit and Loss (P&L) Management, Predictive Analytics, Inventory and Warehousing, Analytics, Advanced Analytics, Supply Chain Management, Business Analytics, Machine Learning, Business
Johns Hopkins University
您将获得的技能: 逻辑回归, 统计分析, 概率与统计, 数据分析, 回归分析, 统计方法, 数据科学, 统计推理, 模型评估, 概率分布, 统计建模, Model Evaluation, 预测建模, 统计假设检验
您将获得的技能: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)
Duke University
您将获得的技能: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistical Methods, Statistics, Predictive Analytics, Data Modeling, Probability & Statistics, Statistical Hypothesis Testing, Statistical Inference, Model Training, R (Software), Statistical Programming, Correlation Analysis
University of Washington
您将获得的技能: 机器学习算法, 统计方法, 机器学习方法, 回归分析, 机器学习, 模型优化, 数据预处理, 监督学习, 应用机器学习, 模型评估, Model Evaluation, 统计机器学习, 功能工程, 统计建模, 预测建模, 模型培训
总之，以下是 10 最受欢迎的 predictive modeling 课程
- 预测建模简介: University of Minnesota
- 预测建模、模型拟合和回归分析: University of California, Irvine
- Financial Analyst: AI, Excel, and Power BI Skills: Coursera
- Statistical Thinking & Predictive Modeling: Coursera
- Predictive Models for Financial Risk: Coursera
- 预测建模和分析: University of Colorado Boulder
- 用 Python 进行预测建模: Edureka
- Apply Machine Learning for Predictive Business Analytics: EDUCBA
- 回归模型: Johns Hopkins University
- Statistical Inference & Predictive Modeling Foundations: Coursera
