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: 透视表和图表, 统计方法, 电子表格软件, 数据转换, 功能工程, 模型优化, Microsoft Excel, 统计建模, Model Evaluation, 模型培训, 数据清理, 数据操作, 数据预处理, Excel 公式, 回归分析, 预测分析, 模型评估, 时间序列分析和预测, 预测, 预测建模
University of California, Irvine
您将获得的技能: 监督学习, 决策树学习, 描述性分析, 无监督学习, 逻辑回归, 分析, Model Evaluation, 模型培训, 机器学习, 分类算法, 回归分析, 模型评估, 预测建模, 预测分析
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: 数据可视化, 数据驱动决策, Microsoft Excel, 统计建模, 统计可视化, 逻辑回归, 统计机器学习, 分析, 数据分析, 数据清理, 数据分析软件, 制图, 应用机器学习, 回归分析, 预测建模, 商业分析, 探索性数据分析, 数据展示, 预测分析, 分类算法
是什么让您今天来到 Coursera？
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
Edureka
您将获得的技能: Python 编程, 模型优化, 统计方法, 统计建模, NumPy, 机器学习方法, 统计机器学习, 分析, 统计分析, 数据分析, 模型培训, 数据预处理, 数据操作, 应用机器学习, Scikit Learn（机器学习库）, 商业分析, Pandas（Python 软件包）, 预测建模, 机器学习, 预测分析
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, Predictive Analytics, Profit and Loss (P&L) Management, Inventory and Warehousing, Analytics, Data Processing, Data Wrangling, Advanced Analytics, Machine Learning, Business
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
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: 模型优化, 统计方法, 机器学习方法, 统计建模, 监督学习, 功能工程, 统计机器学习, Model Evaluation, 模型培训, 数据预处理, 机器学习算法, 预测建模, 机器学习, 回归分析, 应用机器学习, 模型评估
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
- Using Predictive Analytics to Improve Healthcare Outcomes: John Wiley & Sons
- 用 Python 进行预测建模: Edureka
- Apply Machine Learning for Predictive Business Analytics: EDUCBA
- 回归模型: Johns Hopkins University
