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。

University of California, Davis
您将获得的技能: 环境与资源管理, 空间数据分析, 危害分析, 环境科学, 流行病学, 土地管理, 社区卫生, 公共卫生与疾病预防, 健康的社会决定因素, 地理信息系统, 商业开发, 公共卫生, 应急响应, 应急服务, ArcGIS, 自然资源管理, 空间分析, 三维建模, 地理空间制图, 地理空间信息与技术
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Data Mining, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Statistical Modeling, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Portfolio Management, Plotly, Data Visualization, Portfolio Risk, Investment Management, Exploratory Data Analysis, Financial Modeling, Financial Analysis, Statistical Analysis, Financial Data, Risk Modeling, Market Data, Finance, Equities, Data Analysis, Pandas (Python Package), Python Programming, Data Manipulation
初级 · 指导项目 · 不超过 2 小时

LearnQuest
您将获得的技能: 时间序列分析和预测, 预测建模, 趋势分析, 预测, 机器学习, Pandas(Python 软件包), 回归分析, Python 程序设计, Matplotlib, 数据分析, 统计建模, 相关性分析, 供应链管理, 数据可视化, 客户需求规划
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: Environmental Social And Corporate Governance (ESG), Sustainable Business, Sustainable Development, Corporate Sustainability, Environmental Issue, Sustainability Reporting, Stakeholder Management, Business Ethics, Stakeholder Analysis, Governance, Strategic Thinking, Business Communication, Trend Analysis
初级 · 课程 · 1-4 周

您将获得的技能: A/B Testing, Google Analytics, Web Analytics, User Experience, Web Content, Target Audience, Marketing Effectiveness, Goal Setting, Marketing, Content Development and Management, Analytics
初级 · 指导项目 · 不超过 2 小时

Duke University
您将获得的技能: Climate Change Mitigation, Climate Change Adaptation, Environment, Sustainable Development, Physical Science, Environmental Science, Social Impact, Environmental Policy, Mathematical Modeling, Trend Analysis, Data Collection
初级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Data Integration, Data Quality, Exploratory Data Analysis, Data Preprocessing, Data Transformation, Data Cleansing, Data Manipulation, Jupyter, Data Compilation, Data Visualization, Data Analysis, Data-Driven Decision-Making, Pandas (Python Package), Predictive Modeling, Python Programming
初级 · 课程 · 1-4 周

Howard University
您将获得的技能: Data Wrangling, Linear Algebra, Regression Analysis, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Data Visualization, Applied Mathematics, Data Preprocessing, Statistical Modeling, Jupyter, Data Analysis, Machine Learning Methods, Mathematical Modeling, Algebra, Exploratory Data Analysis, Python Programming, Model Evaluation, Statistical Analysis
初级 · 专项课程 · 3-6 个月

Unilever
您将获得的技能: 探索性数据分析, 数据清理, 数据可视化软件, Data Governance, 数据收集, 数据叙事, 数据质量, 电子表格软件, 分析技能, 数据管理, Data Management, 数据分析, Data Validation, 数据可视化, 供应链管理, 解决问题, 透视表和图表, 风险管理, 谷歌工作表, 供应链, 演讲
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Social Media Campaigns, Digital Advertising, Marketing Strategies, Brand Awareness, Digital Media Strategy, MarTech, Customer Engagement, Strategic Marketing, Social Media Marketing, Digital Marketing, Consumer Behaviour, Market Trend, Strategic Planning, Trend Analysis
初级 · 课程 · 1-4 周

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