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。

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Exploratory Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytics, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Social Impact, Statistical Modeling
中级 · 专项课程 · 3-6 个月

您将获得的技能: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis
初级 · 专项课程 · 1-4 周

Corporate Finance Institute
您将获得的技能: Model Evaluation, Feature Engineering, Data Science, Data Analysis, Business Analytics, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Data Modeling, Statistical Analysis, Business Intelligence, Data Storytelling, Machine Learning, Exploratory Data Analysis, Data Preprocessing, Classification Algorithms
初级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Anomaly Detection, Jupyter, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Data Visualization, Applied Machine Learning, Machine Learning Methods, Data Preprocessing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Data Presentation, Graphic and Visual Design, Data Storytelling, Design Elements And Principles, Plot (Graphics), Data Literacy, Exploratory Data Analysis, Scatter Plots
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Electronics, Systems Of Measurement, Digital Signal Processing, Data Processing, Data Cleansing, Statistical Methods, NumPy, Real Time Data, Open Source Technology, Mathematical Modeling
混合 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Biology, Life Sciences, World History, Taxonomy, Mathematical Modeling, Probability & Statistics
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 客户洞察, 负责任的人工智能, 生成式人工智能, 市场调查, 趋势分析, 数据驱动的决策制定, 市场趋势, 商业道德, 竞争分析, 角色开发, 市场分析, 数据分析, 分析
中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Data Science, Probability & Statistics, Dimensionality Reduction, Statistical Hypothesis Testing, Feature Engineering
中级 · 课程 · 1-4 周

Simplilearn
您将获得的技能: Matplotlib, NumPy, Data Visualization, Python Programming, Pandas (Python Package), Data Analysis, Data Visualization Software, Scripting, Analytics, Data Manipulation, Real Time Data, Data Processing, Programming Principles, Data Transformation, Data Cleansing, Data Validation
初级 · 课程 · 1-4 周

Universiteit Leiden
您将获得的技能: 病人教育与咨询, 社区卫生, 护理协调, 以患者为中心的护理, 数据共享, 基于价值的护理, 健康促进, 风险分析, 预防保健, 地理信息系统, 护理管理, 空间分析, 慢性疾病, 持续质量改进 (CQI)
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Pandas (Python Package), Data Cleansing, Data Manipulation, Data Preprocessing, Data Quality, NumPy, File I/O, Data Integration, Python Programming, Data Import/Export, Data Analysis, Exploratory Data Analysis, Debugging
初级 · 课程 · 1-4 周