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: Python 程序设计, 微积分, 人工神经网络, 衍生产品, 回归分析, 统计分析, 线性代数, Machine Learning 方法, 高等数学
初级 · 课程 · 1-3 个月

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

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

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