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, R (Software), Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Data Visualization, Statistical Visualization, Supervised Learning, Network Analysis, Dimensionality Reduction, Data Preprocessing, Web Scraping, Statistical Modeling, Python Programming
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, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management, R (Software), Data Compilation, Economics, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Data Literacy, Social Studies, International Finance
研究生文凭 · 6-12 个月

Universidad de los Andes
您将获得的技能: Supervised Learning, Unsupervised Learning, Model Evaluation, Classification Algorithms, Artificial Intelligence, Data Ethics, Machine Learning, Regression Analysis, Dimensionality Reduction, Probability & Statistics, Image Analysis, Responsible AI, Computer Vision, Machine Learning Methods, Embedded Systems, Natural Language Processing, Applied Machine Learning, Linear Algebra, Bayesian Statistics, Scientific Visualization
MasterTrack · 6-12 个月
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Unsupervised Learning, Deep Learning, Reinforcement Learning, Data Storytelling, Computer Vision, Natural Language Processing, Risk Analysis, Time Series Analysis and Forecasting, Project Management Life Cycle, MLOps (Machine Learning Operations), Portfolio Management, Marketing Analytics, Logistic Regression, Statistical Machine Learning, Environmental Management Systems, Descriptive Analytics, Technical Communication, Simulations
学位 · 1-4 年

Pontificia Universidad Católica de Chile
您将获得的技能: Descriptive Analytics, Business Analytics, Model Evaluation, Logistic Regression, Data Mining, Plot (Graphics), Data Visualization, R (Software), Big Data, Analytics, Predictive Analytics, Dimensionality Reduction, Data Science, R Programming, Statistical Modeling, Graphing, Predictive Modeling, Data Modeling, Data Visualization Software, Data-Driven Decision-Making
MasterTrack · 6-12 个月
Stanford University
您将获得的技能: Algorithm, 应用机器学习, 概率分布, 机器学习方法, 算法, 抽样(统计), 统计机器学习, 贝叶斯网络, 统计推理, 概率与统计, 马尔可夫模型, 统计方法, 图论, 机器学习算法
★ 4.6 (489) · 高级设置 · 课程 · 1-3 个月

John Wiley & Sons
您将获得的技能: Predictive Analytics, Patient Safety, Health Informatics, Patient Flow, Patient-centered Care, Hospital Experience, Predictive Modeling, Healthcare Project Management, Clinical Leadership, Care Management, Pain Management, Nursing and Patient Care, Health Care, Data-Driven Decision-Making, Nursing Management, Value-Based Care, Healthcare Industry Knowledge, Health Technology, Data Science, Machine Learning
中级 · 专项课程 · 3-6 个月
Stanford University
您将获得的技能: 模型培训, 统计机器学习, 模型优化, 网络分析, 概率分布, 机器学习方法, 贝叶斯统计, 应用机器学习, 机器学习, 网络模型, 概率与统计, 马尔可夫模型, 贝叶斯网络, 统计推理, 决策智能, 图论, 统计建模, 决策支持系统, 无监督学习, 机器学习算法
★ 4.6 (1549) · 高级设置 · 专项课程 · 3-6 个月
Stanford University
您将获得的技能: Algorithm, 模型培训, 应用机器学习, 概率分布, 机器学习方法, 贝叶斯统计, 算法, 模型优化, 统计机器学习, 机器学习, 贝叶斯网络, 概率与统计, 网络模型, 无监督学习, 统计方法, 机器学习算法, 马尔可夫模型
★ 4.6 (304) · 高级设置 · 课程 · 1-3 个月

您将获得的技能: R Programming, Predictive Analytics, Applied Machine Learning, Predictive Modeling, R (Software), Data-Driven Decision-Making, Data Science, Machine Learning Software, Feature Engineering, Data Preprocessing, Machine Learning Methods, Machine Learning, Model Training, Telemarketing, Model Deployment, Model Optimization
★ 4.9 (53) · 中级 · 指导项目 · 不超过 2 小时

University of Minnesota
您将获得的技能: 运筹学, Excel 公式, Microsoft Excel, 商业分析, 模型优化, 分析, 数学建模, 工艺优化, 数据驱动决策, 制图, 电子表格软件, 业务建模, 决策
★ 4.7 (90) · 初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Feature Engineering, Data Preprocessing, Demand Planning, Financial Data, Predictive Modeling, Customer Demand Planning, Data-Driven Decision-Making, Exploratory Data Analysis, R Programming, Customer Analysis, Predictive Analytics, Profit and Loss (P&L) Management, Inventory and Warehousing, Analytics, Data Processing, Data Wrangling, Advanced Analytics, Machine Learning, Business
初级 · 专项课程 · 1-3 个月