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, 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

Universiteit Leiden
您将获得的技能: Model Evaluation, R 程序设计, 模型评估, 监督学习, 统计建模, 精准医疗, 回归分析, 数据预处理, 预测分析, 健康信息学, 统计推理, 预测建模, 预防保健, 样本量的确定
中级 · 课程 · 1-3 个月

Sungkyunkwan University
您将获得的技能: Regression Analysis, Predictive Analytics, Predictive Modeling, Investment Management, Risk Analysis, Investments, R Programming, Machine Learning, Statistical Analysis, Financial Analysis, Logistic Regression, Financial Data, Algorithms
中级 · 课程 · 1-4 周
CertNexus
您将获得的技能: Model Evaluation, 模型评估, 机器学习, 线性代数, 回归分析, 监督学习, 性能调整, 统计建模, 机器学习算法, 无监督学习, 分类算法, 预测建模
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Predictive Modeling, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Statistical Modeling, Decision Tree Learning, Report Writing
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Data Analysis, Model Evaluation, Logistic Regression, Supervised Learning, Decision Tree Learning, Predictive Modeling, Feature Engineering, Data Preprocessing, Machine Learning, Bayesian Statistics, Performance Tuning
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 人工智能, 监督学习, 降维, 数据伦理, 深度学习, 机器学习, 人工神经网络, 算法, 无监督学习, Algorithm, 强化学习, 异常检测
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 监督学习, 降维, 概率与统计, 嵌入, 自然语言处理, 机器学习方法, 统计机器学习, 文本挖掘, 分类算法, 功能工程
中级 · 课程 · 1-4 周

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

您将获得的技能: Data Storytelling, Strategic Prioritization, Web Analytics, Product Roadmaps, Business Analytics, Analytics, Product Management, Data-Driven Decision-Making, Predictive Modeling, Prioritization, Customer Analysis, Root Cause Analysis, Performance Analysis, Forecasting, User Flows, Performance Metric, Customer Retention, Data Capture, Resource Allocation, Statistical Methods
中级 · 课程 · 3-6 个月

University of Michigan
您将获得的技能: 逻辑回归, Model Evaluation, 模型评估, 统计机器学习, 回归分析, 贝叶斯统计, 统计推理, Jupyter, 统计建模, Python 编程, 统计方法, 统计分析, 统计软件, 预测建模, 数据可视化软件, 统计编程
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Data Preprocessing, Predictive Analytics, Data Manipulation, Data Visualization
中级 · 课程 · 1-4 周