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。

Imperial College London
您将获得的技能: 逻辑回归, 数据预处理, 统计建模, 描述性统计, 公共卫生, Model Evaluation, 模型评估, 统计分析, 预测建模, 回归分析, 统计方法, R 程序设计, 预测分析, 概率与统计, 统计软件, 探索性数据分析, 生物统计学, R(软件)
中级 · 课程 · 1-4 周

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

您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Data Processing, Data Transformation
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Model Evaluation, Data Analysis, Statistical Methods, Scatter Plots, Statistical Software, R Programming, Statistical Analysis, Plot (Graphics), R (Software), Ggplot2, Statistical Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Probability & Statistics, Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Bayesian Statistics, Classification And Regression Tree (CART), Statistical Machine Learning, Statistical Inference, Probability Distribution, Predictive Analytics, Applied Machine Learning, Correlation Analysis, Predictive Modeling, Data Preprocessing
中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Statistical Modeling, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Predictive Modeling, Probability & Statistics, Bayesian Statistics, Dimensionality Reduction, Statistical Hypothesis Testing, Model Optimization, Feature Engineering
中级 · 课程 · 1-4 周

您将获得的技能: Statistical Inference, Statistical Programming, Regression Analysis, Logistic Regression, Statistical Methods, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Predictive Modeling, Model Evaluation, Probability & Statistics, Statistical Hypothesis Testing, Probability Distribution
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Data Analysis, Predictive Analytics, Case Studies, Statistical Visualization, Statistical Modeling, Data Validation
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Linear Algebra, Algebra, Advanced Mathematics, Engineering Analysis, Applied Mathematics, Mathematical Theory & Analysis, Geometry
初级 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: 数据分析, 机器学习, Model Evaluation, 无监督学习, 统计机器学习, 应用机器学习, 预测分析, 探索性数据分析, 随机森林算法, 机器学习算法, 预测建模, 功能工程, 机器学习方法, Python 编程, 模型评估, 分类与回归树 (CART), 回归分析, 决策树学习
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 逻辑回归, 统计推理, 统计建模, Model Evaluation, 公共卫生, 模型评估, 生物统计学, 统计分析, 统计假设检验, 预测建模, 回归分析, 概率与统计, 统计方法
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Linear Algebra, Applied Mathematics, Algebra, Advanced Mathematics, Geometry, Applied Machine Learning, Markov Model
混合 · 课程 · 1-3 个月