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。

IBM
您将获得的技能: Model Evaluation, 模型培训, 业务逻辑, 机器学习方法, 模型优化, 分类算法, 抽样(统计), 统计机器学习, 逻辑回归, 决策树学习, 随机森林算法, 应用机器学习, 机器学习, 数据预处理, 数据清理, 预测建模, 回归分析, 模型评估, 机器学习算法, 监督学习, Scikit Learn(机器学习库)
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: 模型培训, 功能工程, Model Evaluation, 机器学习方法, 应用机器学习, 数据展示, 分类算法, 统计机器学习, 统计分析, 模型优化, 机器学习, 数据预处理, 回归分析, 统计建模, 统计方法, 预测建模, 模型评估, 机器学习算法, 监督学习
中级 · 课程 · 1-3 个月

您将获得的技能: SPSS, Correlation Analysis, SPSS (Software), Logistic Regression, Regression Analysis, Predictive Modeling, Predictive Analytics, Statistics, Descriptive Statistics, Statistical Software, Statistical Methods, Statistical Modeling, Case Studies, Statistical Analysis, Data Import/Export, Data Manipulation, Model Evaluation
混合 · 课程 · 1-3 个月

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

IBM
您将获得的技能: 逻辑回归, 数据处理, 机器学习方法, 应用机器学习, 深度学习, 机器学习, 数据预处理, 概率与统计, 统计方法, 回归分析, 预测建模, 张力流, PyTorch(机器学习库), 监督学习
中级 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, R Programming, Financial Forecasting, Statistical Methods, Model Training, Data Validation, Verification And Validation, Plot (Graphics), Performance Metric
初级 · 课程 · 1-4 周

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, Data Processing, Data Transformation
中级 · 课程 · 1-4 周

您将获得的技能: Stata, STATA (Software), Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Statistical Programming, Statistical Software, Statistical Visualization, Data Visualization, Data Manipulation, Logistic Regression, Simulations, Correlation Analysis, Descriptive Statistics, Data Transformation, Graphing, Model Evaluation, Sample Size Determination
初级 · 课程 · 3-6 个月

Duke University
您将获得的技能: 模型培训, 逻辑回归, 迁移学习, 自然语言处理, 模型优化, 人工神经网络, 机器学习方法, 应用机器学习, 图像分析, 强化学习, 深度学习, 机器学习, 计算机视觉, Transfer Learning, 卷积神经网络, Python 编程, PyTorch(机器学习库), 监督学习, 医学影像, 无监督学习
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Risk Modeling, Decision Tree Learning, Credit Risk, Model Training, Predictive Analytics, Random Forest Algorithm, Feature Engineering, Logistic Regression, Statistical Machine Learning, Data-Driven Decision-Making, Model Optimization, Applied Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning Methods
混合 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Model Evaluation, Data Visualization, Statistical Analysis, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Data Mining, Advanced Analytics, Statistical Modeling, Risk Modeling, R (Software), R Programming, Data Preprocessing, Data Cleansing, Transaction Processing, Unsupervised Learning, Model Training, Model Optimization, Machine Learning
初级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 数据分析, Model Evaluation, 微积分, 线性代数, 统计软件, 数据科学, R 程序设计, 概率分布, 统计分析, 数据伦理, 逻辑回归, 机器学习, 概率与统计, R(软件), 统计建模, 统计编程, 预测建模, 统计推理, 统计方法, 模型评估, 回归分析
攻读学位
中级 · 课程 · 1-4 周