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: Logistic Regression, Feature Engineering, Model Evaluation, SAS (Software), Data Preprocessing, Predictive Modeling, Classification Algorithms, Statistical Modeling, Regression Analysis, Data Analysis Software, Data Transformation, Statistical Analysis, Correlation Analysis, Graphing
混合 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Feature Engineering, Supervised Learning, Exploratory Data Analysis, Classification Algorithms, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Logistic Regression, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Data Preprocessing, Pandas (Python Package), NumPy, Data Cleansing
混合 · 课程 · 1-4 周

您将获得的技能: Data-Driven Decision-Making, Minitab, Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Statistical Analysis, Scatter Plots, Correlation Analysis, Data Analysis, Analytics, Predictive Analytics, Descriptive Statistics, Business Analytics, Statistical Modeling, Predictive Modeling, Forecasting, Advanced Analytics, Probability & Statistics, Exploratory Data Analysis, Statistical Methods
初级 · 专项课程 · 1-3 个月

Imperial College London
您将获得的技能: 描述性统计, 统计, 数据整理, 回归分析, 公共卫生, R(软件), 数据扫盲, 统计分析, 统计假设检验, 分析技能, 逻辑回归, 相关性分析, 抽样(统计), 统计建模, 统计方法, Model Evaluation, R 语言程序设计(中文版), 探索性数据分析, 数据分析, 生物统计学
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 深度学习, 分类算法, 回归分析, 数据预处理, 人工神经网络, 逻辑回归, 张力流, 预测建模, Model Evaluation, Machine Learning 方法, PyTorch(机器学习库), 概率与统计
中级 · 课程 · 1-3 个月

您将获得的技能: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing
中级 · 课程 · 1-3 个月

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

University of Colorado Boulder
您将获得的技能: Statistical Modeling, Data Preprocessing
中级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Data Presentation, Regression Analysis, Predictive Modeling, Statistical Modeling, Forecasting, Financial Modeling, SPSS, Predictive Analytics, Risk Modeling, Statistical Analysis, Scatter Plots, Microsoft Excel
混合 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 回归分析, Python 程序设计, 数据处理, 分析, 逻辑回归, 统计建模, Model Evaluation, Pandas(Python 软件包), 概率, 预测建模, 道德标准与行为, 预测, 数据分析
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 机器学习, 统计推理, 微积分, 回归分析, 逻辑回归, 预测建模, 数据伦理, 线性代数, 数学建模, 统计建模, R 语言程序设计(中文版), Model Evaluation, 数据分析, 统计方法, 概率分布
攻读学位
中级 · 课程 · 1-4 周
Coursera
您将获得的技能: Model Evaluation, Data Preprocessing, MLOps (Machine Learning Operations), Classification Algorithms, Applied Machine Learning, Maintainability, Machine Learning Algorithms, Java, Software Architecture, Software Design Patterns, Logistic Regression, Business Metrics, Benchmarking, Decision Tree Learning, Matrix Management, Business
中级 · 课程 · 1-4 周