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
状态：免费试用University of Minnesota
您将获得的技能: Model Evaluation, 预测建模, 统计方法, 数据转换, 统计建模, 预测, 回归分析, 微软Excel, 透视表和图表, 时间序列分析和预测, 数据预处理, Excel 公式, 预测分析, 趋势分析
状态：免费试用University of Colorado Boulder
您将获得的技能: 探索性数据分析, 监督学习, 预测建模, 统计建模, 回归分析, 人工神经网络, 数据清理, 微软Excel, 逻辑回归, 分类算法, 商业分析, 数据分析, 数据展示, 预测分析, 数据可视化, 决策树学习, 数据建模
状态：免费试用Johns Hopkins University
您将获得的技能: 数据整理, Model Evaluation, 预测建模, 探索性数据分析, 机器学习算法, 监督学习, R 语言程序设计（中文版）, 回归分析, 分类算法, 数据预处理, 机器学习, 功能工程, 随机森林算法, 应用机器学习, 预测分析, 统计机器学习
状态：免费试用Edureka
您将获得的技能: Predictive Modeling, Predictive Analytics, Statistical Methods, Data Analysis, Applied Machine Learning, Business Analytics, Statistical Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Big Data, Python Programming, Data Manipulation, Pandas (Python Package), Logistic Regression, NumPy
状态：免费试用MathWorks
您将获得的技能: 逻辑回归, Model Evaluation, 预测建模, 回归分析, 监督学习, 数据清理, 分类算法, Matlab, 功能工程, 数据预处理, 决策树学习, 应用机器学习, 机器学习
状态：免费试用您将获得的技能: Data Storytelling, Data Visualization, A/B Testing, Sampling (Statistics), Data Analysis, Exploratory Data Analysis, Regression Analysis, Data Visualization Software, Data Presentation, Data Ethics, Feature Engineering, Statistical Hypothesis Testing, Statistics, Statistical Analysis, Data Science, Tableau Software, Machine Learning, Object Oriented Programming (OOP), Interviewing Skills, Python Programming
是什么让您今天来到 Coursera？
状态：免费试用University of California, Irvine
您将获得的技能: 统计分析, 逻辑回归, Model Evaluation, 预测建模, 无监督学习, 预测, 监督学习, 回归分析, 分类算法, 描述性分析, 数据分析, 预测分析, 机器学习, 数据建模, 决策树学习
状态：新状态：免费试用您将获得的技能: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Histogram, Data Presentation, Predictive Modeling, Data Storytelling, Exploratory Data Analysis, Risk Analysis, Risk Mitigation, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Tree Learning, Keras (Neural Network Library), Statistical Inference
状态：免费试用您将获得的技能: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing
状态：免费试用Johns Hopkins University
您将获得的技能: 统计分析, Model Evaluation, 统计建模, 逻辑回归, 统计推理, 回归分析, 数据分析, 概率与统计
Illinois Tech
您将获得的技能: Predictive Analytics, Advanced Analytics, Data Cleansing, Unsupervised Learning, Data Analysis, Data Mining, Classification Algorithms, Supervised Learning, Decision Tree Learning, Machine Learning, Artificial Neural Networks
状态：新状态：免费试用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, Statistics, Data Analysis, Probability & Statistics, Statistical Inference
是什么让您今天来到 Coursera？
总之，以下是 10 最受欢迎的 predictive modeling 课程
- 预测建模简介: University of Minnesota
- 预测建模和分析: University of Colorado Boulder
- 实用机器学习: Johns Hopkins University
- Predictive Modeling with Python : Edureka
- 使用 MATLAB 进行预测建模和机器学习: MathWorks
- Google Advanced Data Analytics: Google
- 预测建模、模型拟合和回归分析: University of California, Irvine
- Statistical Inference & Predictive Modeling Foundations: Coursera
- Predictive Modeling with Logistic Regression using SAS : SAS
- 回归模型: Johns Hopkins University
