Regression Model 课程可以帮助您学习统计分析、假设检验和数据可视化技术。您可以掌握解释系数、评估模型拟合度和执行变量选择的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持实施回归技术和分析数据集。

您将获得的技能: SPSS, Correlation Analysis, SPSS (Software), Regression Analysis, Predictive Modeling, Predictive Analytics, Statistics, Descriptive Statistics, Statistical Methods, Statistical Modeling, Case Studies, Statistical Analysis, Data Import/Export, Data Manipulation, Analysis
混合 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Classification And Regression Tree (CART), Decision Tree Learning, Applied Machine Learning, Random Forest Algorithm, Responsible AI, Predictive Modeling, Data Import/Export, Machine Learning, Predictive Analytics
初级 · 指导项目 · 不超过 2 小时

IBM
您将获得的技能: 机器学习算法, 数据清理, 商业分析, 预测建模, 数据操作, 监督学习, 抽样(统计), 机器学习, 回归分析, Scikit-learn (机器学习库), 数据处理, 分类与回归树 (CART), 性能指标, 随机森林算法, 统计建模, 功能工程, 应用机器学习
中级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Regression Analysis, Data Storytelling, Advanced Analytics, Statistical Analysis, Data Analysis, Business Analysis, Project Design, Python Programming, Machine Learning Methods, Artificial Intelligence, Machine Learning, Portfolio Management, Project Documentation
高级设置 · 课程 · 1-4 周

Macquarie University
您将获得的技能: 预测建模, 商业分析, 时间序列分析和预测, 预测, 统计可视化, 市场趋势, 回归分析, 业务指标, Excel 公式, 制图, 需求规划, 统计建模, 数据展示, 商业数学, 趋势分析, 商业经济学, 案例研究, 财务预测, 决策, 微软Excel
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 预测建模, 数据分析, 电子表格软件, 财务分析, 数据管理, Data Management, 回归分析, Excel 公式, 解决问题, 金融建模, 商业数学, 微软Excel
中级 · 课程 · 1-3 个月

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

University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Modeling, Statistical Methods, Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Statistical Inference, Data Structures
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: 数据分析, 时间序列分析和预测, 预测, 业务指标, 概率与统计, 数据可视化, 商业经济学, 决策, 案例研究, 微软Excel
中级 · 课程 · 1-3 个月

您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), NumPy, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Development Environment, Pandas (Python Package), Deep Learning, Classification And Regression Tree (CART), Python Programming, Artificial Neural Networks, Data Manipulation, Programming Principles, Tensorflow, Regression Analysis, Machine Learning, Computer Programming, Integrated Development Environments
初级 · 课程 · 3-6 个月
Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Predictive Modeling, Artificial Intelligence, Machine Learning, Statistical Modeling, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks
中级 · 课程 · 1-4 周

Maven Analytics
您将获得的技能: Unsupervised Learning, Regression Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Statistical Analysis, Data Science, Forecasting, Data Mining, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Data Quality, Anomaly Detection, Feature Engineering, Dimensionality Reduction, Business Intelligence, Random Forest Algorithm
初级 · 课程 · 1-3 个月