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。

Johns Hopkins University
您将获得的技能: 估算, 工程计算, 衍生产品, 数学建模, 运筹学, 应用数学, 制图, 微积分, 成本估算, 代数
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Statistical Inference, Predictive Analytics, R Programming, Probability & Statistics, Classification And Regression Tree (CART), Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Data Analysis, Risk Analysis, Descriptive Statistics
中级 · 课程 · 1-4 周

您将获得的技能: Ggplot2, Data Visualization, Regression Analysis, Predictive Analytics, Statistical Modeling, R Programming, Descriptive Statistics, Exploratory Data Analysis, Statistics, Statistical Analysis, Data Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Matplotlib, Data Visualization, Seaborn, Exploratory Data Analysis, NumPy, Data Analysis, Jupyter, Data Science, Machine Learning, Python Programming, Supervised Learning, Algorithms
初级 · 指导项目 · 不超过 2 小时

University of Minnesota
您将获得的技能: 商业分析, 数据驱动的决策制定, 线性代数, 业务建模, 解决方案设计, 数学建模, 决策, 运筹学, 制图, 商业数学, 工艺优化, 微软Excel, 资源分配, 分析
初级 · 课程 · 1-4 周

Howard University
您将获得的技能: 数据科学, 数学建模, 数据可视化软件, Git(版本控制系统), Python 程序设计, 软件安装, 数据分析, 线性代数, 应用数学, 数学软件, 代数, NumPy, Jupyter
初级 · 课程 · 1-4 周

您将获得的技能: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Machine Learning, Data Analysis, Random Forest Algorithm
初级 · 指导项目 · 不超过 2 小时

University of Colorado System
您将获得的技能: Statistical Software, Marketing Analytics, Regression Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Advanced Analytics, Strategic Marketing, Market Analysis, Marketing Effectiveness, Predictive Analytics, Marketing Strategies, Predictive Modeling, Customer Insights, Target Market, Statistical Hypothesis Testing, A/B Testing, Variance Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, PySpark, Data Manipulation, Data Processing, Pandas (Python Package), Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: 统计建模, 数据科学, 统计方法, 统计推理, 分类与回归树 (CART), R 语言程序设计(中文版), 监督学习, 无监督学习, 预测建模, 统计分析, 回归分析, 机器学习算法, 机器学习
攻读学位
中级 · 课程 · 1-3 个月

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

Simplilearn
您将获得的技能: Mathematical Modeling, Linear Algebra, Applied Mathematics, Dimensionality Reduction, Data Analysis, Applied Machine Learning, Analytics, Data Science
初级 · 课程 · 1-4 周