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。

Maven Analytics
您将获得的技能: 数据预处理, 机器学习, 分类算法, 时间序列分析和预测, 预测建模, 监督学习, 探索性数据分析, 客户分析, 机器学习算法, 统计分析, 模型评估, 商业智能, 数据挖掘, 数据科学, 无监督学习, 数据质量, 回归分析, 应用机器学习, 数据分析, Model Evaluation, 柱状图
初级 · 课程 · 1-3 个月

您将获得的技能: Analytical Skills, Analysis, Data Preprocessing, Data Analysis, Model Evaluation, Product Knowledge, Business Analytics, Decision Making, Predictive Modeling, Classification Algorithms, Statistical Modeling, Logistic Regression, Decision Tree Learning, Research, Investigation, Quantitative Research, Scientific Methods
中级 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Model Evaluation, Predictive Analytics, Statistical Modeling, Risk Modeling, Decision Tree Learning, Data Analysis, R Programming, Logistic Regression, Feature Engineering, Model Deployment, Data Import/Export, Exploratory Data Analysis, Data Preprocessing
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Unsupervised Learning, Dimensionality Reduction, Data Preprocessing, Python Programming, Recurrent Neural Networks (RNNs), Reinforcement Learning
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

您将获得的技能: Financial Data, Data-Driven Decision-Making, Profit and Loss (P&L) Management, Risk Modeling, Lending and Underwriting, Applied Machine Learning, Financial Systems, Operational Analysis, Risk Analysis, Anomaly Detection, Statistical Machine Learning, Financial Regulation, Financial Industry Regulatory Authorities
初级 · 课程 · 1-4 周

您将获得的技能: Unsupervised Learning, Predictive Modeling, Supervised Learning, Model Evaluation, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Classification Algorithms, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Data Science, Unstructured Data, Data Preprocessing, Algorithms
混合 · 课程 · 1-4 周

您将获得的技能: Plot (Graphics), Scripting, Scientific Visualization, Visualization (Computer Graphics), Graphing, Scalability, Text Mining, Statistical Analysis, Time Series Analysis and Forecasting, Programming Principles, Data Visualization, Descriptive Statistics, Mathematical Software, File I/O, Software Installation, Numerical Analysis, Mathematical Modeling, Predictive Modeling, Python Programming, Data Analysis
初级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 监督学习, 机器学习, 无监督学习, 预测建模, 分类算法, 机器学习算法, R 程序设计, 数据科学, 模型评估, 统计分析, 统计建模, 回归分析, 统计方法, Model Evaluation
攻读学位
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Regression Analysis, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Visualization, Exploratory Data Analysis, Performance Tuning, Python Programming, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Portfolio Risk, Technical Communication, Return On Investment, Portfolio Management, Regression Analysis, Performance Analysis, Risk Analysis, Investment Management, Market Data, Business Metrics, Verbal Communication Skills, Statistical Analysis, Oral Expression, Equities, Data Storytelling
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数据伦理, 统计推理, 功能工程, 概率与统计, 数据建模, R 程序设计, 预测建模, 数学建模, 统计分析, 统计建模, 模型评估, 数据科学, 回归分析, Model Evaluation, 统计方法
攻读学位
中级 · 课程 · 1-3 个月