Regression 分析课程可以帮助您学习统计建模、假设检验和数据分析。您可以培养理解变量之间的关系、进行预测和评估模型准确性的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具常用于执行回归分析和数据趋势可视化。

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: Exploratory Data Analysis, Data Manipulation, Statistical Analysis, R (Software), Analytical Skills, Ggplot2, Data Storytelling, R Programming, Statistical Methods, Quantitative Research, Data Visualization Software, Data Science, Data Preprocessing, Probability & Statistics, Scatter Plots, Business Analytics, Statistical Visualization, Correlation Analysis, Descriptive Statistics, Data Analysis
初级 · 专项课程 · 3-6 个月

您将获得的技能: Descriptive Analytics, SPSS, Logistic Regression, SPSS (Software), Regression Analysis, Correlation Analysis, Data Analysis, Statistical Modeling, Exploratory Data Analysis, Data Storytelling, Statistical Analysis, Predictive Modeling, Statistical Visualization, Scatter Plots, Probability & Statistics, Data Preprocessing, Data Visualization Software
初级 · 课程 · 1-4 周

您将获得的技能: Statistical Hypothesis Testing, A/B Testing, Data-Driven Decision-Making, Customer Analysis, Statistical Methods, Market Research, Statistical Analysis, Business Analytics, Probability & Statistics, Statistical Inference, Data Analysis, Descriptive Statistics, Microsoft Excel, Data Analysis Software, Spreadsheet Software
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 数据可视化, 模型评估, 功能工程, 统计分析, NumPy, 探索性数据分析, 数据转换, Pandas(Python 软件包), Scikit Learn(机器学习库), 数据清理, 数据分析, 回归分析, 数据操作, Python 编程, 数据导入/导出, 预测分析, Model Evaluation, 预测建模, Matplotlib, 数据预处理
中级 · 课程 · 1-3 个月

Meta
您将获得的技能: 统计分析, 数据建模, 描述性统计, 营销分析, 统计假设检验, 统计推理, 概率与统计, 统计建模, 统计资料, 数据分析, 回归分析, 电子表格软件, 统计方法, 时间序列分析和预测, Tableau 软件, 抽样(统计), 贝叶斯统计, 分析
初级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Probability & Statistics, Analytical Skills, Exploratory Data Analysis, Estimation, Logistic Regression
中级 · 课程 · 1-3 个月

您将获得的技能: Portfolio Risk, Technical Communication, Return On Investment, Portfolio Management, Regression Analysis, Performance Analysis, Risk Analysis, Investment Management, Market Data, Business Metrics, Verbal Communication Skills, Statistical Analysis, Oral Expression, Equities, Data Storytelling
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 逻辑回归, 流行病学, 定量研究, 统计分析, 统计推理, 风险分析, 概率与统计, 公共卫生, 生物统计学, 统计建模, 回归分析, 统计方法
初级 · 课程 · 1-3 个月

Wesleyan University
您将获得的技能: 数据可视化, 逻辑回归, 模型评估, 统计分析, 数据展示, 描述性统计, 探索性数据分析, 数据管理, 统计假设检验, 机器学习, 统计资料, 回归分析, 数据分析, 数据操作, 统计方法, 数据故事, 分类与回归树 (CART), 统计软件, Model Evaluation, 决策树学习, 相关性分析, Data Management
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Data Analysis
初级 · 专项课程 · 3-6 个月

O.P. Jindal Global University
您将获得的技能: Econometrics, Regression Analysis, Probability & Statistics, Statistical Modeling, Statistical Analysis, Correlation Analysis, Time Series Analysis and Forecasting, Economics, Statistical Inference, Probability Distribution, Logistic Regression, Model Evaluation
攻读学位
初级 · 课程 · 1-3 个月