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。

KodeKloud
您将获得的技能: AWS SageMaker, Model Deployment, MLOps (Machine Learning Operations), Data Governance, Data Security, Application Deployment, Personally Identifiable Information, Cloud Deployment, General Data Protection Regulation (GDPR), Continuous Deployment, Model Evaluation, Application Programming Interface (API), Continuous Monitoring
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Evaluation, Predictive Modeling, Regression Analysis, Advanced Analytics, Statistical Modeling, Classification Algorithms, Predictive Analytics, Logistic Regression, Data Analysis, Applied Machine Learning, Data-Driven Decision-Making, Business Analysis, Machine Learning Methods, Performance Metric
中级 · 课程 · 1-4 周

您将获得的技能: Classification And Regression Tree (CART), Minitab, Decision Tree Learning, Regression Analysis, Predictive Modeling, Statistical Modeling, Business Analytics, Advanced Analytics, Logistic Regression, Data-Driven Decision-Making, Scatter Plots, Plot (Graphics), Model Evaluation, Exploratory Data Analysis, Statistical Analysis, Case Studies, Responsible AI
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

Macquarie University
您将获得的技能: 趋势分析, 回归分析, 数据可视化软件, 模型评估, Microsoft Excel, 时间序列分析和预测, 数据操作, 商业数学, 统计建模, 预测, 数据展示, Model Evaluation, 统计分析
中级 · 课程 · 1-3 个月

您将获得的技能: Descriptive Statistics, Financial Data, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Predictive Modeling, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Statistical Methods, Model Evaluation, Supervised Learning
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Applied Machine Learning, Performance Metric, Regression Analysis, Continuous Monitoring, Statistical Methods, Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: SPSS (Software), Market Data, Regression Analysis, Analytics, Data Analysis, Statistical Reporting, Technical Communication, Statistical Analysis, Data-Driven Decision-Making, Exploratory Data Analysis, Statistical Modeling, Scatter Plots, Financial Modeling, Statistical Visualization
初级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Statistical Hypothesis Testing, Logistic Regression, Statistical Analysis, Analytics, Correlation Analysis, Predictive Modeling, Supervised Learning, Analysis, Statistical Modeling, Machine Learning, Model Evaluation, Variance Analysis, Classification Algorithms, Python Programming
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 模型评估, 概率与统计, 回归分析, 数据分析, 实验, 数据伦理, 统计方法, 机器学习, 统计推理, A/B 测试, 数据建模, 统计建模, 数据科学, R 程序设计, 统计假设检验, 研究设计, 定量研究, Model Evaluation, 统计分析, 预测建模, 数学建模
攻读学位
中级 · 专项课程 · 3-6 个月

中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Predictive Analytics, Feature Engineering, Regression Analysis, Data Analysis, Data Preprocessing, Data Manipulation, Data Cleansing, Data Wrangling, Forecasting, Data Validation, Workflow Management, Statistical Modeling, Data Transformation, Exploratory Data Analysis
初级 · 课程 · 1-4 周