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。
O.P. Jindal Global University
您将获得的技能: Operations Management, Design Thinking, Data Visualization, Active Listening, Business Ethics, Working Capital, Database Management, Sampling (Statistics), Environmental Social And Corporate Governance (ESG), Project Estimation, Business Analytics, Financial Statement Analysis, Global Marketing, Financial Accounting, Predictive Analytics, Marketing Planning, Human Resources Management and Planning, Internet Of Things, Big Data, Regression Analysis
获得学位
学位 · 1-4 年

University of Leeds
您将获得的技能: Data Ethics, Social Network Analysis, Data Presentation, Statistical Machine Learning, Statistical Hypothesis Testing, Classification And Regression Tree (CART), Data Storytelling, Exploratory Data Analysis, Bayesian Statistics, Dimensionality Reduction, Data Analysis, Data Visualization, Statistical Visualization, Supervised Learning, Network Analysis, Unsupervised Learning, Data Preprocessing, Web Scraping, Statistical Modeling, Python Programming
获得学位
学位 · 1-4 年

Ball State University
您将获得的技能: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, Unsupervised Learning, Software Engineering Tools, Database Management Systems, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing
获得学位
学位 · 1-4 年

University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Database Design, Database Management, Supervised Learning, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Time Series Analysis and Forecasting, Data Visualization Software, Unsupervised Learning, Linear Algebra, Data Governance, Predictive Modeling, Regression Analysis, Applied Machine Learning, Data Analysis
获得学位
学位 · 1-4 年

Ball State University
您将获得的技能: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, Unsupervised Learning, Software Engineering Tools, Database Management Systems, Statistical Methods, Data Wrangling, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing
获得学位
学位 · 1-4 年
University of Colorado Boulder
您将获得的技能: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Data Warehousing, Recurrent Neural Networks (RNNs), Regression Analysis, Performance Testing, Bash (Scripting Language), Data Science
提供的学分
研究生证书 · 6-12 个月
Stanford University
您将获得的技能: 机器学习方法, 概率与统计, 机器学习算法, 马尔可夫模型, 图论, 抽样(统计), Algorithm, 概率分布, 贝叶斯网络, 算法, 计算思维, 统计推理, 统计方法, 应用机器学习
高级设置 · 课程 · 1-3 个月
Stanford University
您将获得的技能: Model Evaluation, 机器学习方法, 图论, 概率与统计, 机器学习算法, 决策支持系统, 马尔可夫模型, 统计建模, 抽样(统计), 机器学习, Algorithm, 模型评估, 概率分布, 计算思维, 算法, 贝叶斯网络, 统计推理, 网络分析, 贝叶斯统计, 统计方法, 应用机器学习, 网络模型
高级设置 · 专项课程 · 3-6 个月

John Wiley & Sons
中级 · 专项课程 · 3-6 个月
Stanford University
您将获得的技能: Model Evaluation, 机器学习算法, 马尔可夫模型, 统计建模, 机器学习, Algorithm, 模型评估, 算法, 概率分布, 贝叶斯网络, 统计方法, 应用机器学习, 贝叶斯统计
高级设置 · 课程 · 1-3 个月

您将获得的技能: R Programming, Predictive Analytics, Applied Machine Learning, Data-Driven Decision-Making, Analytics, Data Science, Feature Engineering, Data Preprocessing, Machine Learning, Telemarketing, Model Deployment
中级 · 指导项目 · 不超过 2 小时

University of Minnesota
您将获得的技能: 商业分析, 运筹学, 数据驱动决策, 数学建模, Microsoft Excel, 数据建模, 工艺优化, 分析, 制图, 线性代数, 业务建模, 决策, 电子表格软件, 商业数学
初级 · 课程 · 1-4 周