Regression Model 课程可以帮助您学习统计分析、假设检验和数据可视化技术。您可以掌握解释系数、评估模型拟合度和执行变量选择的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持实施回归技术和分析数据集。

您将获得的技能: Feature Engineering, Supervised Learning, Exploratory Data Analysis, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Machine Learning, Classification And Regression Tree (CART), Statistical Modeling, Pandas (Python Package), NumPy, Data Cleansing, Data Manipulation
混合 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Predictive Modeling, Statistical Modeling, Big Data, Regression Analysis, Data Analysis Software, Advanced Analytics, Feature Engineering, Performance Analysis, Performance Measurement, Statistical Analysis, Data Manipulation, Data Cleansing
中级 · 课程 · 1-3 个月

您将获得的技能: Data Cleansing, R Programming, Statistical Analysis, R (Software), Data Manipulation, Classification And Regression Tree (CART), Advanced Analytics, Statistical Modeling, Random Forest Algorithm, Statistical Methods, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
中级 · 课程 · 1-3 个月

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

您将获得的技能: Regression Analysis, Feature Engineering, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Predictive Modeling, Predictive Analytics, Credit Risk, Supervised Learning, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Statistical Modeling, Unsupervised Learning, Machine Learning, Python Programming, Data Visualization, Data Manipulation
混合 · 课程 · 1-4 周

您将获得的技能: PySpark, Apache Spark, Classification And Regression Tree (CART), Predictive Modeling, Applied Machine Learning, Statistical Machine Learning, Unsupervised Learning, Predictive Analytics, Random Forest Algorithm, Regression Analysis, Machine Learning Algorithms, Supervised Learning, Data Pipelines
混合 · 课程 · 1-4 周

Imperial College London
您将获得的技能: 回归分析, 统计分析, 线性代数, Python 程序设计, 机器学习算法, 微积分, 衍生产品, 高等数学, 人工神经网络
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: 数据管道, 统计分析, 数据操作, Matplotlib, 数据分析, 数据清理, 数据导入/导出, Pandas(Python 软件包), 回归分析, Scikit-learn (机器学习库), NumPy, Python 程序设计, 数据驱动的决策制定, 功能工程, 探索性数据分析, 数据可视化, 数据整理, 预测建模, 数据转换
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计建模, 概率与统计, 统计分析, 统计假设检验, GitHub, 回归分析, R 语言程序设计(中文版), 数据科学, 机器学习算法, Plotly, 功能工程, Rmarkdown, 交互式数据可视化, 预测建模, 统计推理, 机器学习, 闪亮(R 套件), 数据展示, 数据可视化, 探索性数据分析
中级 · 专项课程 · 3-6 个月

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

您将获得的技能: SAS (Software), Statistical Modeling, Regression Analysis, Statistical Analysis, Predictive Modeling, Statistical Methods, Statistical Hypothesis Testing
混合 · 课程 · 1-4 周

您将获得的技能: SPSS, Correlation Analysis, SPSS (Software), Regression Analysis, Predictive Modeling, Predictive Analytics, Statistics, Descriptive Statistics, Statistical Methods, Statistical Modeling, Case Studies, Statistical Analysis, Data Import/Export, Data Manipulation, Analysis
混合 · 课程 · 1-3 个月