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。

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

MathWorks
您将获得的技能: Plot (Graphics), Scripting, Matlab, Data Manipulation, Mathematical Modeling, Data Analysis, Data Visualization, Data Visualization Software, Descriptive Statistics, Interactive Data Visualization, Exploratory Data Analysis, Data Mapping, Data Cleansing, File Management, Technical Communication
初级 · 课程 · 1-4 周

您将获得的技能: Lean Six Sigma, Lean Methodologies, Statistical Hypothesis Testing, Correlation Analysis, Process Improvement, Sampling (Statistics), Project Management, Data Literacy, Regression Analysis, Process Capability, Goal Setting, Statistical Analysis, Scatter Plots, Customer experience improvement, Quality Management, Microsoft Excel, Process Mapping, Risk Management, Root Cause Analysis
混合 · 课程 · 1-4 周

Kennesaw State University
您将获得的技能: 精益六西格玛, 质量控制, 设施维修和维护, 持续改进流程, 统计过程控制, 六西格玛方法, Variance 分析, 加工能力, 培训计划, 流程改进, 文件管理
混合 · 课程 · 1-3 个月

Rice University
您将获得的技能: Ancient History, Timelines, Social Impact, Social Justice, Anthropology, Scientific Methods, World History, Social Sciences, Art History, Sustainable Development, Peer Review, Environment, Case Studies, General Science and Research, Community Development, Climate Change Programs, Spatial Analysis, Research, Cultural Sensitivity, Data Analysis
初级 · 专项课程 · 3-6 个月

Codio
您将获得的技能: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Statistical Analysis, Data Import/Export, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Exploratory Data Analysis, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Computational Logic
混合 · 课程 · 1-3 个月
CertNexus
您将获得的技能: 探索性数据分析, 散点图, 数据清理, 数据可视化软件, 商业分析, 数据预处理, 统计分析, 数据分析, 描述性统计, 功能工程, 数据可视化, 概率与统计, 柱状图
中级 · 课程 · 1-3 个月

您将获得的技能: Large Language Modeling, Natural Language Processing, LLM Application, Generative AI Agents, Prompt Engineering, Test Case, Agentic systems, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Performance Testing, Debugging, Applied Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Classification Algorithms, Decision Support Systems, Model Evaluation, Performance Tuning
中级 · 课程 · 1-3 个月

Universidad Nacional Autónoma de México
您将获得的技能: Exploratory Data Analysis, Pandas (Python Package), Extract, Transform, Load, Data Analysis, NumPy, Data Visualization Software, Package and Software Management, Time Series Analysis and Forecasting, Data Science, Python Programming, Jupyter, Graphing, Data Import/Export, Data Manipulation, Software Installation, Ubuntu, Scripting, Computational Thinking, Development Environment, Mac OS
初级 · 专项课程 · 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

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: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Data Visualization, Interactive Data Visualization, Dashboard, Data Visualization Software, Tableau Software, Data Analysis, Exploratory Data Analysis
中级 · 指导项目 · 不超过 2 小时