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 Washington
您将获得的技能: 概率与统计, 数据分析, 机器学习算法, 无监督学习, 高级分析, 统计方法, 大数据, 监督学习, 预测分析, 统计分析, 统计推理, 机器学习, 统计机器学习, 图论, R 语言程序设计(中文版), 分类算法
混合 · 课程 · 1-4 周

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

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

您将获得的技能: Plotly, Data Visualization, Datamaps, Data Visualization Software, Scatter Plots, Jupyter, Python Programming, Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Medical Science and Research
初级 · 指导项目 · 不超过 2 小时

LearnQuest
您将获得的技能: Model Evaluation, Time Series Analysis and Forecasting, Feature Engineering, Inventory Management System, Demand Planning, Matplotlib, Inventory Control, Predictive Modeling, Forecasting, Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Product Knowledge, Statistical Modeling, Data Manipulation, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: 数据分析, 仪表板, 数据展示, 演讲, 目标受众, 透视表和图表, 商业分析, 建设性反馈, 数据可视化, 微软Excel, 客户分析, Microsoft PowerPoint, 数据叙事, 业务咨询
初级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Statistical Modeling, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: Statistical Inference, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, Statistics, Data Analysis, Probability & Statistics, Statistical Methods, Data Analysis Software, Statistical Software, R Programming, Sampling (Statistics), Probability Distribution
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Data Preprocessing, Workforce Management, Advanced Analytics, Classification Algorithms
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Package and Software Management, Code Review, Open Source Technology, GitHub, Scientific Methods, Bioinformatics, Technical Documentation, Informatics, Clinical Informatics, R (Software), Data Analysis, Programming Principles, R Programming, Version Control, Integrated Development Environments
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Modeling, Statistical Methods, Tidyverse (R Package), Data Literacy, Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Statistical Inference, Data Structures
中级 · 课程 · 1-3 个月

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