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。

University of California San Diego
您将获得的技能: 数据预处理, 数据操作, 数据清理, 机器学习算法, 回归分析, Scikit Learn(机器学习库), 张力流, 分类算法, 统计方法, 预测分析, 逻辑回归, 应用机器学习, 功能工程, 设计思维, 预测建模, 监督学习
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: 数据处理, 预测, 模型评估, 道德标准与行为, 回归分析, 分析, 统计建模, Python 编程, Pandas(Python 软件包), 预测建模, 逻辑回归, 数据分析, 概率
中级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: Chemical Engineering, Hazard Analysis, Safety Assurance, Process Engineering, Engineering Analysis, Environmental Engineering, Engineering Calculations, Mathematical Modeling, Applied Mathematics
混合 · 课程 · 1-4 周

您将获得的技能: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Analytics, Business Analytics, Predictive Modeling, Minitab, Advanced Analytics, Statistical Modeling, Statistical Analysis, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation
混合 · 课程 · 1-4 周

Universidades Anáhuac
您将获得的技能: Predictive Modeling, Model Evaluation, Time Series Analysis and Forecasting, Statistical Modeling, Data Modeling, Forecasting, Supervised Learning, Regression Analysis, Feature Engineering, Scikit Learn (Machine Learning Library), Data Preprocessing, Unsupervised Learning, Machine Learning, Logistic Regression, Classification Algorithms
中级 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: 数据操作, 回归分析, 模型评估, 散点图, 统计建模, 预测建模, 统计方法, 相关性分析, 数据分析, SAS(软件), Python 编程, 逻辑回归, 分析, 统计分析
混合 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, Model Evaluation
混合 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Feature Engineering, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Predictive Analytics, Regression Analysis, Supervised Learning, Data Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Cleansing, Statistical Modeling, Data Transformation, Correlation Analysis, Seaborn, Pandas (Python Package), Matplotlib
混合 · 课程 · 1-4 周

您将获得的技能: Marketing Analytics, Dashboard, Data Presentation, Data Visualization, Predictive Modeling, Data-Driven Decision-Making, Marketing Strategies, Marketing, Data Visualization Software, Analytics, Customer Insights, Market Research, Data Analysis, Forecasting, Data Collection, Strategic Decision-Making
初级 · 课程 · 1-4 周

您将获得的技能: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Classification Algorithms, Artificial Neural Networks, Data Mining, Feature Engineering, Data Preprocessing, Model Evaluation, Exploratory Data Analysis
混合 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Statistical Analysis, Statistical Reporting, Correlation Analysis, Technical Communication, Probability & Statistics, Scatter Plots, Data Analysis, Predictive Analytics, Generative AI, Statistical Modeling
中级 · 课程 · 1-4 周

您将获得的技能: Excel 公式, 数据整理, 数据操作, 数据可视化软件, 大数据, 统计可视化, 交互式数据可视化, 数据故事, 探索性数据分析, 分析技能, Ggplot2, 仪表板, 网络抓取, 统计分析, Microsoft Excel, 数据可视化, 关系数据库, 闪亮(R 套件), 数据库设计, 数据展示
攻读学位
初级 · 专业证书 · 3-6 个月