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。

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

Indian Statistical Institute
您将获得的技能: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Surveys, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Economics, Statistical Modeling, SQL, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Demography, International Finance
研究生文凭 · 6-12 个月

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

Universidad de los Andes
您将获得的技能: Supervised Learning, Model Evaluation, Classification Algorithms, Artificial Intelligence, Data Ethics, Machine Learning, Regression Analysis, Probability & Statistics, Responsible AI, Image Analysis, Machine Learning Methods, Natural Language Processing, Computer Vision, Embedded Systems, Applied Machine Learning, Linear Algebra, Data Preprocessing, Bayesian Statistics, Statistics, Law, Regulation, and Compliance
提供的学分
MasterTrack · 6-12 个月
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
Stanford University
您将获得的技能: Algorithm, 统计推理, 机器学习算法, 贝叶斯网络, 概率分布, 概率与统计, 马尔可夫模型, 统计方法, 算法, 应用机器学习, 计算思维, 图论, 机器学习方法, 抽样(统计)
高级设置 · 课程 · 1-3 个月
Stanford University
您将获得的技能: Algorithm, 模型评估, 统计推理, 机器学习算法, 概率与统计, 机器学习, 贝叶斯网络, 概率分布, 马尔可夫模型, 统计建模, 统计方法, 算法, 应用机器学习, Model Evaluation, 图论, 机器学习方法, 网络模型, 抽样(统计), 网络分析, 贝叶斯统计, 决策支持系统, 计算思维
高级设置 · 专项课程 · 3-6 个月
Stanford University
您将获得的技能: Algorithm, 模型评估, 机器学习算法, 机器学习, 概率分布, 马尔可夫模型, 贝叶斯网络, 统计建模, 算法, 统计方法, 应用机器学习, Model Evaluation, 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: 线性代数, 数学建模, 数据驱动决策, 商业分析, 数据建模, 决策, 运筹学, 商业数学, 工艺优化, 制图, 业务建模, 电子表格软件, Microsoft Excel, 分析
初级 · 课程 · 1-4 周