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。

DeepLearning.AI
您将获得的技能: Algorithm, Model Evaluation, 模型培训, 功能工程, 逻辑回归, 算法, 应用机器学习, Jupyter, 模型优化, 分类算法, NumPy, 人工智能, 机器学习, 数据预处理, 回归分析, Python 编程, 模型评估, 预测建模, Scikit Learn(机器学习库), 机器学习算法, 监督学习
★ 4.9 (3.2万) · 初级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Import/Export, Data Mining, Python Programming, Data Access, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning Methods, Classification Algorithms, Machine Learning, Supervised Learning
★ 4.2 (57) · 中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Preprocessing, Data Visualization, Logistic Regression, Feature Engineering, Statistical Visualization, Data Processing, Data Cleansing, Data Wrangling, People Analytics, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Science, Applied Machine Learning, Model Training, Statistical Modeling, Statistical Machine Learning, Regression Analysis, Supervised Learning, Model Evaluation, Machine Learning
★ 4.5 (15) · 初级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Model Evaluation, 统计分析, 逻辑回归, 概率与统计, 统计推理, 相关性分析, 预测建模, 统计方法, 模型评估, 回归分析, 概率, 统计建模
★ 4.6 (23) · 中级 · 课程 · 1-4 周

您将获得的技能: Statistical Inference, Statistical Programming, Regression Analysis, Logistic Regression, Statistical Methods, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Predictive Modeling, Model Evaluation, Probability & Statistics, Statistical Hypothesis Testing, Probability Distribution
★ 4.4 (8) · 中级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, Model Evaluation, SPSS (Software), Predictive Analytics, Applied Machine Learning
★ 5 (13) · 混合 · 课程 · 1-4 周

您将获得的技能: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)
中级 · 专项课程 · 3-6 个月

您将获得的技能: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Statistical Modeling, Predictive Analytics, Statistical Software, Big Data, Regression Analysis, Data Management, Feature Engineering, Performance Analysis, Statistical Analysis, Data Preprocessing, Correlation Analysis
★ 4.6 (63) · 中级 · 课程 · 1-3 个月

您将获得的技能: Logistic Regression, Model Evaluation, Data Preprocessing, Model Optimization, Predictive Modeling, Model Training, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Regression Analysis, Predictive Analytics, Machine Learning Methods, Supervised Learning, Credit Risk, Performance Metric, Dimensionality Reduction
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, Model Deployment, Decision Tree Learning, Logistic Regression, Data Analysis, Data Preprocessing, Pandas (Python Package), NumPy
★ 4.4 (17) · 混合 · 课程 · 1-4 周

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, Predictive Analytics, Data Wrangling, Statistical Methods, Data Transformation, Statistical Analysis, Model Optimization, Graphing
混合 · 课程 · 1-4 周

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)
★ 4.8 (462) · 中级 · 课程 · 1-3 个月