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: Regression Analysis, Financial Forecasting, Model Evaluation, Data Presentation, Technical Communication, Exploratory Data Analysis, Statistical Programming, R Programming, Statistical Modeling, Predictive Modeling, R (Software), Statistical Analysis, Verification And Validation, Plot (Graphics), Reliability
中级 · 课程 · 1-4 周

University of Washington
您将获得的技能: 数据预处理, 机器学习, 监督学习, 算法, 预测建模, 模型评估, 统计建模, 功能工程, 回归分析, Python 编程, Model Evaluation, Algorithm
混合 · 课程 · 1-3 个月

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
混合 · 课程 · 1-3 个月

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

Coursera
您将获得的技能: Regression Analysis, NumPy, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Deep Learning, Data Science, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Logistic Regression, Predictive Modeling, SAS (Software), Statistical Modeling, Regression Analysis, Model Evaluation, Statistical Analysis, Data Analysis, Model Deployment, Data Preprocessing, Statistical Methods, Probability & Statistics
中级 · 课程 · 1-3 个月

University of Washington
您将获得的技能: 可扩展性, 概率与统计, 机器学习, 决策树学习, 监督学习, 分类算法, 算法, 机器学习算法, 预测建模, 大数据, 自然语言处理, 模型评估, 数据预处理, 逻辑回归, 文本挖掘, Model Evaluation, 应用机器学习, Algorithm
混合 · 课程 · 1-3 个月

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

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

Imperial College London
您将获得的技能: 概率与统计, 时间序列分析和预测, 探索性数据分析, 公共卫生, 统计分析, 逻辑回归, 模型评估, R 程序设计, R(软件), 生物统计学, 回归分析, Model Evaluation, 描述性统计, 统计方法, 数据整理
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

Edureka
您将获得的技能: 商业分析, 大数据, 机器学习, Scikit Learn(机器学习库), 预测建模, Pandas(Python 软件包), 统计分析, 数据预处理, 机器学习算法, 逻辑回归, 预测分析, 数据操作, 数据分析, 统计方法, 应用机器学习, Python 编程, NumPy
中级 · 课程 · 1-3 个月