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。

您将获得的技能: Model Evaluation, Data Preprocessing, Model Deployment, Risk Modeling, Logistic Regression, Statistical Analysis, Performance Metric
混合 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Data Cleansing, Data Visualization, Data Preprocessing, Logistic Regression, Predictive Modeling, Applied Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning, Model Evaluation, Classification Algorithms, Data Science, Python Programming
★ 4.8 (19) · 初级 · 指导项目 · 不超过 2 小时

Imperial College London
您将获得的技能: 描述性统计, 统计分析, 概率与统计, 模型评估, 数据分析, 生物统计学, 统计建模, R(软件), 数据导入/导出, 相关性分析, 探索性数据分析, 回归分析, R 程序设计, Model Evaluation
★ 4.8 (530) · 中级 · 课程 · 1-4 周

您将获得的技能: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Classification Algorithms, Machine Learning, Data Analysis
★ 4.8 (11) · 初级 · 指导项目 · 不超过 2 小时

Arizona State University
您将获得的技能: Experimentation, Research Design, Statistical Modeling, Statistical Methods, Applied Machine Learning, Supervised Learning, Logistic Regression, Predictive Modeling, Statistical Programming, Statistical Analysis, Statistical Inference, Simulation and Simulation Software, Probability & Statistics, Data Science, Data Visualization, Simulations, Data Analysis, Data Analysis Software
中级 · 课程 · 1-4 周

您将获得的技能: Classification And Regression Tree (CART), Minitab, Decision Tree Learning, Regression Analysis, Predictive Modeling, Statistical Modeling, Business Analytics, Advanced Analytics, Logistic Regression, Data-Driven Decision-Making, Scatter Plots, Plot (Graphics), Model Evaluation, Exploratory Data Analysis, Statistical Analysis, Case Studies, Responsible AI
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数据清理, 人工神经网络, Microsoft Excel, 数据展示, 数据可视化, 预测建模, 数据分析, 商业分析, 逻辑回归, 监督学习, 数据建模, 决策树学习, 预测分析, 统计建模, 分类算法, 回归分析, 探索性数据分析
★ 3.6 (605) · 中级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, SAS (Software), Predictive Analytics, Advanced Analytics, Model Evaluation, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Modeling, Exploratory Data Analysis, Correlation Analysis, Statistical Methods, Small Data, Statistical Hypothesis Testing, Probability & Statistics, Descriptive Statistics
中级 · 课程 · 1-4 周
Rice University
您将获得的技能: 统计分析, 估算, 模型评估, 统计方法, 数据分析, Microsoft Excel, 商业分析, 统计建模, 统计推理, 回归分析, 统计假设检验, Model Evaluation
★ 4.8 (1366) · 混合 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Model Deployment, Model Evaluation, Predictive Analytics, Regression Analysis, Business Analytics, Data Preprocessing, Machine Learning Methods, Data Mining, Feature Engineering, Statistical Analysis, Decision Tree Learning, Data Transformation, Artificial Neural Networks
混合 · 课程 · 1-3 个月

您将获得的技能: Ggplot2, Model Evaluation, Data Visualization, Regression Analysis, Predictive Analytics, Predictive Modeling, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Data Analysis
★ 4.2 (13) · 中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Predictive Analytics, Data Analysis, Minitab, Statistical Methods, Forecasting, Business Analytics, Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Case Studies, Financial Analysis, Microsoft Excel
★ 5 (10) · 混合 · 课程 · 1-3 个月