Linear Regression 课程可以帮助您学习如何分析变量之间的关系、解释系数和评估模型性能。您可以培养数据可视化、假设检验和根据数据趋势进行预测的技能。许多课程介绍了 Python、R 和 Excel 等工具,这些工具支持实施回归模型和有效分析数据集。

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

Johns Hopkins University
您将获得的技能: 统计分析, 抽样(统计), 统计, 数据建模, R 语言程序设计(中文版), 应用数学, 统计假设检验, 数据分析, 贝叶斯统计, 数据科学, 概率分布, 概率, 数学建模, 线性代数, 统计推理, 统计方法, 生物统计学, 回归分析, 概率与统计, 统计建模
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Regression Analysis, Visualization (Computer Graphics), Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming
初级 · 指导项目 · 不超过 2 小时
Duke University
您将获得的技能: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistics, Data Analysis, Probability & Statistics, Statistical Inference
初级 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Data Analysis, Geometry, Machine Learning Algorithms, Machine Learning, Dimensionality Reduction, Artificial Neural Networks, Data Manipulation
初级 · 课程 · 1-3 个月

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

University of Washington
您将获得的技能: 机器学习, 监督学习, Python 程序设计, 数据预处理, Algorithm, 功能工程, 回归分析, 预测建模, Model Evaluation, 统计建模
混合 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Data Storage Technologies, Statistics, Data Storage, Database Software, Statistical Hypothesis Testing, Data Manipulation
中级 · 课程 · 1-4 周

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

您将获得的技能: Data Visualization, Data Presentation, Regression Analysis, Predictive Modeling, Statistical Modeling, Forecasting, Financial Modeling, SPSS, Predictive Analytics, Risk Modeling, Statistical Analysis, Scatter Plots, Microsoft Excel
混合 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Regression Analysis, Applied Machine Learning, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Analysis, R Programming, Predictive Analytics, Exploratory Data Analysis, Supervised Learning, Statistical Analysis, Correlation Analysis, Probability & Statistics, Data Manipulation, Linear Algebra, Statistical Hypothesis Testing
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 Methods, Data Transformation, Seaborn, Pandas (Python Package), Matplotlib
混合 · 课程 · 1-4 周