Logistic Regression 课程可以帮助您学习统计建模、假设检验和系数解释。您可以掌握评估模型性能、理解几率比以及应用 Regularization 等技术提高准确性的技能。许多课程都会介绍 R、Python 等工具和 Scikit-learn 等专项库,展示这些技能如何用于分析医疗保健、金融和营销等各个领域的 Binary 结果。
University of Michigan
您将获得的技能: 回归分析, 数据处理, 概率与统计, Python 程序设计, 预测, 分析, 预测建模, Pandas(Python 软件包), 道德标准与行为, 概率, 数据分析, 风险模型, 市场数据
中级 · 课程 · 1-3 个月

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

University of Colorado Boulder
您将获得的技能: 回归分析, 概率分布, 机器学习, 微积分, 统计建模, 统计方法, 数据伦理, 线性代数, 统计推理, 预测建模, 数据分析, R 语言程序设计(中文版), 分类与回归树 (CART)
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Feature Engineering, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Supervised Learning, Data Cleansing, Data Transformation
中级 · 课程 · 1-4 周

您将获得的技能: Stata, Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Advanced Analytics, Statistical Programming, Statistical Software, Statistical Visualization, Data Visualization, Data Manipulation, Correlation Analysis, Predictive Modeling, Descriptive Statistics, Statistical Hypothesis Testing
初级 · 课程 · 3-6 个月

IBM
您将获得的技能: 统计分析, 回归分析, 机器学习, 监督学习, 预测建模, 统计建模, 性能指标, Scikit-learn (机器学习库), 功能工程, 分类与回归树 (CART)
中级 · 课程 · 1-3 个月

University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
攻读学位
初级 · 课程 · 1-4 周

Corporate Finance Institute
您将获得的技能: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Supervised Learning, Exploratory Data Analysis, Pandas (Python Package), Matplotlib
高级设置 · 课程 · 1-3 个月

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

University of Colorado Boulder
您将获得的技能: Regression Analysis, Supervised Learning, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Exploratory Data Analysis, Verification And Validation
中级 · 课程 · 1-3 个月
Rice University
您将获得的技能: 回归分析, 统计分析, 估算, 微软Excel, 商业分析, 数据转换, 统计推理, 统计建模, 数据分析, 统计假设检验
混合 · 课程 · 1-4 周

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