贝叶斯统计课程可以帮助您学习概率分布、贝叶斯推断和统计建模。您可以培养假设检验、预测解析和不确定性下决策的技能。许多课程都会介绍 R、Python 和 Stan 等工具,这些工具常用于实现贝叶斯方法和分析数据。您还将探索马尔可夫链蒙特卡洛(MCMC)技术和贝叶斯网络等概念,掌握各领域数据驱动决策的实用知识。

Fred Hutchinson Cancer Center
您将获得的技能: Bioinformatics, Molecular Biology, Data Processing, Data Analysis, Data Literacy, Exploratory Data Analysis, Laboratory Research, Metadata Management, Science and Research, R Programming, Spatial Data Analysis, Scientific Methods, Data Collection, Data Quality, Research, Quantitative Research, Informatics, Biology, Laboratory Techniques, Analysis
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 统计假设检验, 数据转换, 统计方法, 质量控制, 概率分布, R(软件), 统计过程控制, 质量改进, 统计分析, R 语言程序设计(中文版), 数据分析软件, 过程分析, 加工能力
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Organizational Change, Lean Methodologies, Statistical Hypothesis Testing, Organizational Leadership, Quality Management, Process Analysis, Correlation Analysis, Project Scoping, Data-Driven Decision-Making, Root Cause Analysis, Statistical Analysis, Process Improvement, Business Process, Continuous Improvement Process, Sampling (Statistics), Statistical Methods
初级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Jupyter, Data Analysis, Computer Programming
初级 · 课程 · 1-4 周
CertNexus
您将获得的技能: 模型评估, 数据清理, 探索性数据分析, 利益相关者的参与, 分类算法, 数据迁移, 机器学习, 商业分析, 数据叙事, 业务重点, 数据预处理, 项目范围界定, 数据操作, 数据分析, 无监督学习, 统计分析, 数据可视化, 摘录, Jupyter
中级 · 专业证书 · 3-6 个月

Wesleyan University
您将获得的技能: 模型评估, 探索性数据分析, 机器学习算法, 分类与回归树 (CART), 机器学习, 回归分析, Python 程序设计, 数据分析, 无监督学习, 决策树学习, 统计分析, 预测分析, 数据挖掘, 应用机器学习, 随机森林算法, 功能工程
混合 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Bioinformatics, Biotechnology, Data Management, Biostatistics, Data Mining, Applied Machine Learning, Unsupervised Learning, Scientific Visualization, Data Preprocessing, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Classification Algorithms, Supervised Learning, R Programming, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning, Random Forest Algorithm
攻读学位
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 数据科学, Algorithm, 数据伦理, 机器学习算法, 医疗隐私, 信息隐私, 道德标准与行为, 案例研究, 多样性意识, 医疗保健伦理, 负责任的人工智能, 数据安全, 人工智能
攻读学位
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Google Analytics, Ad Hoc Reporting, Management Reporting, Performance Reporting, Web Analytics, Marketing, Web Development
中级 · 指导项目 · 不超过 2 小时

University of California, Davis
您将获得的技能: ISO 9000 Series, Food Quality Assurance And Control, Quality Assurance and Control, Food and Beverage, Quality Assessment, Quality Management, Hazard Analysis, Standard Operating Procedure, Statistical Process Controls, Cost Control, Descriptive Statistics
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Sampling (Statistics), Sample Size Determination, Data Collection, Surveys, Statistical Methods, Quantitative Research, Probability & Statistics, Research Design, Statistical Software
初级 · 课程 · 1-3 个月