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: 时间序列分析和预测, 微软Excel, 回归分析, Excel 公式, 模型评估, 趋势分析, 预测建模, 预测, 统计建模, 统计方法, 透视表和图表, 预测分析, 数据转换, 数据预处理
状态：免费试用University of California, Irvine
您将获得的技能: 统计分析, 回归分析, 数据建模, 模型评估, 预测建模, 逻辑回归, 机器学习, 监督学习, 预测, 决策树学习, 分类算法, 无监督学习, 预测分析, 描述性分析, 数据分析
状态：免费试用University of Pennsylvania
您将获得的技能: 回归分析, 业务建模, 逻辑回归, 统计建模, 预测, 模拟和模拟软件, 概率, 风险分析, 预测分析, 数学建模, 商业分析, 词汇
状态：免费试用MathWorks
您将获得的技能: 回归分析, 模型评估, 机器学习, 逻辑回归, 预测建模, 监督学习, 分类算法, 决策树学习, 应用机器学习, 数据预处理, 数据清理, Matlab, 功能工程
状态：免费试用Case Western Reserve University
您将获得的技能: Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Descriptive Statistics, Statistical Modeling, R Programming, Geographic Information Systems, Statistical Analysis, Probability & Statistics, Data-Driven Decision-Making, Oil and Gas, Data Analysis, Simulations, Statistical Methods, Rmarkdown, Data Cleansing, Box Plots, Plot (Graphics)
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
是什么让您今天来到 Coursera？
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：新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：免费试用您将获得的技能: Healthcare Ethics, Health Informatics, Machine Learning, Deep Learning, Machine Learning Software, Clinical Informatics, Statistical Machine Learning, Convolutional Neural Networks, Data Preprocessing, Predictive Modeling, Electronic Medical Record System, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Model Evaluation, Data Analysis
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
状态：免费试用Johns Hopkins University
您将获得的技能: 回归分析, 模型评估, 探索性数据分析, 预测建模, 机器学习, R 语言程序设计（中文版）, 监督学习, 分类算法, 数据整理, 预测分析, 统计机器学习, 随机森林算法, 数据预处理, 机器学习算法, 应用机器学习, 功能工程
状态：新状态：预览您将获得的技能: Model Evaluation, Data Preprocessing, Model Deployment, Risk Modeling, Logistic Regression, Statistical Analysis, Performance Metric
与 predictive modeling 相关的搜索
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
- 定量建模基础: University of Pennsylvania
- 使用 MATLAB 进行预测建模和机器学习: MathWorks
- Practical Geospatial Geostatistical Modeling: Case Western Reserve University
- Predictive Modeling with Python : Edureka
- Predictive Modeling with Logistic Regression using SAS : SAS
- Predictive Analytics: Illinois Tech
- Machine Learning for Medical Data : SkillUp
- Data Modeling and Prediction with R: Duke University
