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。

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

您将获得的技能: Model Evaluation, Regression Analysis, Applied Machine Learning, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Analysis, R Programming, Predictive Analytics, Exploratory Data Analysis, Supervised Learning, Statistical Analysis, Correlation Analysis, Probability & Statistics, Data Manipulation, Linear Algebra, Statistical Hypothesis Testing
混合 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Data Mining, Predictive Analytics, Business Analytics, Dimensionality Reduction, Forecasting, Data-Driven Decision-Making, Customer Analysis, Regression Analysis, Demand Planning, Classification Algorithms, Machine Learning Methods, Statistical Machine Learning, Market Analysis, Unsupervised Learning, Model Evaluation
攻读学位
混合 · 课程 · 3-6 个月

您将获得的技能: Model Evaluation, Exploratory Data Analysis, Regression Analysis, Predictive Modeling, Supervised Learning, Scikit Learn (Machine Learning Library), Data Analysis, Correlation Analysis, Applied Machine Learning, Scatter Plots, Statistical Analysis, Data Validation, Data Preprocessing, NumPy, Pandas (Python Package), Box Plots, Histogram
混合 · 课程 · 1-4 周

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

University of Colorado Boulder
您将获得的技能: Regression Analysis, Supervised Learning, Model Evaluation, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Data Preprocessing, Exploratory Data Analysis
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: 预测, 概率, 预测建模, 模型评估, 数据处理, 道德标准与行为, 统计建模, Pandas(Python 软件包), 逻辑回归, 分析, 回归分析, 数据分析, Python 编程, Model Evaluation
中级 · 课程 · 1-3 个月

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

您将获得的技能: Stata, Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Data Visualization, Data Manipulation, Logistic Regression, Predictive Modeling, Statistical Hypothesis Testing, Model Evaluation
初级 · 课程 · 3-6 个月

您将获得的技能: Jupyter, Data Transformation, Logistic Regression, Machine Learning Methods, Health Informatics, Applied Machine Learning, Data Preprocessing, Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Predictive Analytics, Analytics, Classification Algorithms, Pandas (Python Package), Software Installation
混合 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: 预测建模, 散点图, 相关性分析, 统计建模, 统计分析, 模型评估, 逻辑回归, 数据操作, 回归分析, 数据分析, 统计方法, Python 编程, SAS(软件), 分析, Model Evaluation
混合 · 课程 · 1-4 周

University of Amsterdam
您将获得的技能: 统计推理, R 程序设计, 逻辑回归, 统计资料, 回归分析
混合 · 课程 · 1-3 个月