Regression 课程
回归课程可以帮助您学习统计建模、数据分析技术以及如何解释变量之间的关系。您可以掌握线性回归、Logistic Regression、理解残差以及评估模型性能的技能。许多课程都会介绍 R、Prediction 和 Excel 等工具，这些工具支持进行分析和数据 Visualization，让您可以将这些技能应用到实际工作中，如根据数据预测结果和做出明智的决策。
热门 Regression 课程和认证
Johns Hopkins University
您将获得的技能: 统计分析, 数据科学, R 程序设计, 应用数学, 概率与统计, 概率分布, 统计推理, 线性代数, 回归分析, 统计建模, 数学建模
您将获得的技能: Plot (Graphics), Data Visualization Software, R Programming, Scatter Plots, Regression Analysis, Statistical Modeling, Predictive Modeling, Artificial Neural Networks, Data Science, Deep Learning, Model Evaluation, Descriptive Statistics, Predictive Analytics, Statistical Methods, Data Manipulation, Data Preprocessing, Performance Testing
您将获得的技能: Regression Analysis, Time Series Analysis and Forecasting, Forecasting, People Analytics, Trend Analysis, Microsoft Excel, Statistical Modeling, Correlation Analysis, Predictive Analytics, Statistical Analysis, Data Analysis Software, Analytical Skills, Probability & Statistics, Graphing, Climate Change Adaptation, Data Manipulation
您将获得的技能: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Predictive Analytics, Data Analysis, Minitab, Statistical Methods, Forecasting, Business Analytics, Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Case Studies, Financial Analysis, Microsoft Excel
MathWorks
您将获得的技能: 模型评估, 分类算法, 机器学习, 数据预处理, 数据清理, 功能工程, 应用机器学习, 回归分析, 预测建模, 决策树学习, Matlab, 逻辑回归, 监督学习
University of Colorado Boulder
您将获得的技能: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Time Series Analysis and Forecasting, Data Visualization Software, Data Collection, Data Manipulation, Application Programming Interface (API)
University of Minnesota
您将获得的技能: 模型评估, 数据预处理, 数据转换, 预测分析, 趋势分析, 回归分析, 预测建模, 透视表和图表, 时间序列分析和预测, 统计方法, Excel 公式, Microsoft Excel, 预测, 统计建模
National Taiwan University
您将获得的技能: Regression Analysis, Statistical Modeling, Statistical Methods, Data Visualization, R Programming, Statistical Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytics, Data Analysis, Statistical Hypothesis Testing, Variance Analysis
University of Michigan
您将获得的技能: Python 编程, 模型评估, 数据分析, 道德标准与行为, 分析, 数据处理, 回归分析, 预测建模, 概率, 统计建模, 逻辑回归, 预测, Pandas（Python 软件包）
您将获得的技能: Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Analytics, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Statistical Inference, Probability Distribution, Applied Machine Learning, Predictive Modeling, Model Evaluation
Maven Analytics
您将获得的技能: Unsupervised Learning, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Applied Machine Learning, Time Series Analysis and Forecasting, Data Analysis, Classification Algorithms, Statistical Analysis, Data Science, Data Preprocessing, Data Mining, Machine Learning, Predictive Modeling, Machine Learning Algorithms, Customer Analysis, Supervised Learning, Histogram, Data Quality, Business Intelligence
Edureka
您将获得的技能: Python 编程, 统计分析, Scikit Learn（机器学习库）, 数据预处理, 数据分析, 统计方法, 机器学习, 商业分析, 大数据, 预测分析, 数据操作, 预测建模, 机器学习算法, 应用机器学习, Pandas（Python 软件包）, NumPy, 逻辑回归
总之，以下是 10 最受欢迎的 regression 课程
- 数据科学高级线性模型 2：统计线性模型: Johns Hopkins University
- Deep Learning with R: Build & Predict Neural Networks: EDUCBA
- Apply and Predict: Time Series Forecasting in Excel: EDUCBA
- Predictive Analytics: Apply, Analyze & Interpret: EDUCBA
- 使用 MATLAB 进行预测建模和机器学习: MathWorks
- Modeling Climate Anomalies with Statistical Analysis: University of Colorado Boulder
- 预测建模简介: University of Minnesota
- 商管統計資料分析二 (Analytics for Business and Management (II)): National Taiwan University
- 体育数据预测模型: University of Michigan
- Statistics & Mathematics for Data Science & Data Analytics: Packt
