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。

The Hong Kong University of Science and Technology
您将获得的技能: 道德标准与行为, 高等教育, 数据收集, 定性研究, 学术指导, 研究设计, 样本量的确定, 研究方法, 统计分析, 概率与统计, 社会科学, 调查, 研究
初级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Exploratory Data Analysis, Generative AI, Analytics, Data Analysis, Extract, Transform, Load, Data Integration, Interactive Data Visualization, Data Visualization, Real Time Data, Predictive Analytics, Data-Driven Decision-Making, Data Storytelling, Predictive Modeling, Forecasting, Data Transformation, Descriptive Analytics, Data Modeling, Data Quality, Risk Analysis, Model Evaluation
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 机器学习, 探索性数据分析, 数据科学, 机器学习算法, 分类算法, Algorithm, 数据分析, 大数据, 模型评估, 分析, 异常检测, 无监督学习, 数据挖掘, 统计分析, Machine Learning 方法, 人工神经网络, 决策树学习, 监督学习
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Root Cause Analysis, Correlation Analysis, Regression Analysis, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Analysis, Process Analysis, Six Sigma Methodology, Lean Six Sigma, Data Analysis, Process Improvement, Statistical Inference, Pareto Chart
初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Sampling (Statistics), Descriptive Statistics, Data Analysis, Statistics, Quantitative Research, Business Analysis, Business Risk Management, Statistical Analysis, Data-Driven Decision-Making, Statistical Visualization, Statistical Methods, Microsoft Excel, Probability Distribution, Data Presentation, Influencing
初级 · 课程 · 1-3 个月

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

您将获得的技能: Google Analytics, Web Analytics, Marketing Analytics, Customer Insights, Analysis, Target Audience, Marketing
中级 · 指导项目 · 不超过 2 小时

École Polytechnique Fédérale de Lausanne
您将获得的技能: Land Development, Transportation Operations, Spatial Analysis, Systems Thinking, Geospatial Information and Technology, Socioeconomics, Network Analysis, Case Studies, Public Policies
混合 · 课程 · 1-3 个月

University of Florida
您将获得的技能: Land Management, Environment and Resource Management, Climate Change Mitigation, Climate Change Adaptation, Natural Resource Management, Water Resource Management, Environmental Science, Sustainable Development, Spatial Analysis, Research Methodologies, Biology
中级 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Legal Strategy, Legal Research, Policy Analysis, Research Methodologies, Trend Analysis, Systems Thinking, Social Sciences, Social Justice, Qualitative Research, Ethical Standards And Conduct, Creativity
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 商业分析, 数据科学, 趋势分析, 数据分析, 高级分析, 数据驱动的决策制定, 数据仓库, 分析技能, 预测分析, 商业智能, 分析, 数据战略
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Market Research, Analytical Skills, Data Collection, Data-Driven Decision-Making, Market Analysis, Market Dynamics, Marketing, Business Research, Quantitative Research, Data Analysis, Customer Insights, Marketing Strategies, Market Trend, Consumer Behaviour, Focus Group, Trend Analysis, Competitive Analysis, Strategic Decision-Making
中级 · 课程 · 1-3 个月