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。

École Polytechnique Fédérale de Lausanne
您将获得的技能: Spatial Analysis, Geographic Information Systems, Geospatial Mapping, Spatial Data Analysis, Augmented Reality, Data Visualization Software, Data Mapping, Color Theory, Database Management
初级 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: Robotics, Machine Controls, Mechanics, Automation Engineering, Linear Algebra, Engineering Calculations, Applied Mathematics, Control Systems, Mathematical Modeling, Spatial Analysis
初级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, SQL, Data Visualization Software, Database Design, AWS SageMaker, Unsupervised Learning, Data Visualization, Interactive Data Visualization, Dashboard, Feature Engineering, Time Series Analysis and Forecasting, Database Management, Exploratory Data Analysis, A/B Testing, Tableau Software, Pandas (Python Package), Matplotlib, Python Programming, Data Analysis, Machine Learning
初级 · 专业证书 · 3-6 个月

Johns Hopkins University
您将获得的技能: 模型评估, 逻辑回归, 回归分析, 统计分析, 相关性分析, 统计推理, 统计建模, 概率与统计
中级 · 课程 · 1-4 周
IE Business School
您将获得的技能: Economics, Financial Policy, Economic Development, Trend Analysis, Global Marketing, Business Economics, International Relations, Analysis, Socioeconomics, Business Risk Management, Public Policies, Business Strategies, World History, Investments
中级 · 课程 · 1-3 个月

您将获得的技能: Microbiology, Pharmacology, Health Disparities, Psychosocial Assessments, Psychiatric And Mental Health Nursing, Molecular Biology, Infection Control, Infectious Diseases, Nursing Care, Biochemistry, Psychology, Molecular, Cellular, and Microbiology, Sociology, Cultural Sensitivity, Analytical Chemistry, Immunology, Behavior Management, Biology, Decision Making, Taxonomy
中级 · 专业证书 · 3-6 个月

Imperial College London
您将获得的技能: 数据访问, 免疫学, 临床研究, 趋势分析, 社区卫生, 流行病学, 健康教育, 微生物学, 健康的社会决定因素, 医疗保健, 公共卫生, 预防保健, 卫生政策, 传染病
初级 · 课程 · 1-4 周

Pontificia Universidad Católica del Perú
您将获得的技能: Data Preprocessing, Business Analytics, Dimensionality Reduction, Analytics, Data Cleansing, Anomaly Detection, Project Management Life Cycle, Databases, R (Software), Feature Engineering, R Programming, Data Analysis, Data Quality, Data Science, Big Data, Exploratory Data Analysis, Statistical Programming, Supervised Learning
初级 · 课程 · 1-3 个月

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

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

SAS
您将获得的技能: 探索性数据分析, 数据清理, 数据转换, 数据导入/导出, 数据操作, 需求分析, 数据分析, SAS(软件), 统计编程
中级 · 课程 · 1-4 周

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