生存分析课程可以帮助您学习估计预期寿命、分析时间到事件数据以及理解危险函数的技术。您可以掌握 Censoring 技术、Kaplan-Meier 估计器和 Cox 比例危险模型等技能。许多课程都会介绍 R 和 Python 等统计计算工具,以及用于可视化生存曲线和解释医疗保健和工程等各种情况下的结果的软件。

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Microsoft Excel, Probability & Statistics, Data Analysis, Regression Analysis, Statistical Inference, Probability Distribution, Statistical Modeling
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Regression Analysis, Supervised Learning, Model Evaluation, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Data Preprocessing, Exploratory Data Analysis
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Pandas (Python Package), Data Visualization, Descriptive Statistics, Data Manipulation, Data Transformation, Data Analysis, Statistics, Data Management
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: A/B Testing, Statistical Hypothesis Testing, Statistical Methods, Advanced Analytics, Statistical Analysis, Correlation Analysis, Data Analysis, Report Writing, Probability & Statistics, Analytical Skills, Data-Driven Decision-Making, Health Information Management and Medical Records, Business Process Automation
初级 · 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, Machine Learning Algorithms, Predictive Modeling, Feature Engineering, Data Preprocessing, Bayesian Statistics, Probability & Statistics
中级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: 数据清理, 星形模式, 数据分析, 数据建模, 关系数据库, 电子病历, 数据质量, 分析, 数据整合, 数据仓库, 健康信息学, Data Validation, 数据转换, 健康信息管理, 数据库系统
中级 · 课程 · 1-4 周
Rice University
您将获得的技能: 统计分析, 数据分析, 统计方法, 商业分析, 技术交流, 微软Excel, 探索性数据分析, 分析技能, 回归分析, 预测分析, 统计报告, 数据展示
混合 · 课程 · 1-4 周

您将获得的技能: SQL, Business Intelligence, Data Presentation, Business Analysis, Data Analysis, Query Languages, Databases
初级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
初级 · 课程 · 1-4 周

Rice University
您将获得的技能: Probability & Statistics, Microsoft Excel, Descriptive Statistics, Business Analytics, Box Plots, Probability Distribution, Data Visualization, Probability, Statistics, Business Mathematics, Spreadsheet Software, Data-Driven Decision-Making, Algebra, Bayesian Statistics, Arithmetic, Case Studies, Statistical Analysis, Quantitative Research, Data Analysis, Correlation Analysis
初级 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Business Analytics, Data-Driven Decision-Making, Excel Formulas, Data Visualization, Data Literacy, Business Analysis, Data Presentation, Business Intelligence, Statistical Analysis, Statistical Methods, Analytics, Spreadsheet Software, Data Analysis, Data Analysis Software, Correlation Analysis, Case Studies, Data Manipulation
初级 · 课程 · 1-4 周

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