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。

您将获得的技能: Data-Driven Decision-Making, Minitab, Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Statistical Analysis, Scatter Plots, Correlation Analysis, Data Analysis, Predictive Analytics, Statistical Methods, Descriptive Statistics, Analytics, Business Analytics, Predictive Modeling, Forecasting, Advanced Analytics, Statistical Modeling, Quantitative Research, Case Studies
初级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Software Architecture, Cloud Development
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Python 程序设计, 探索性数据分析, Prompt Engineering, 趋势分析, 产品知识, 销售策略, ChatGPT, 数据分析, 生成式人工智能, 数据驱动的决策制定, OpenAI 应用程序接口, OpenAI, 电子商务
中级 · 指导项目 · 不超过 2 小时

University of Minnesota
您将获得的技能: Health Equity, Health Disparities, Health Systems, Public Health, Social Determinants Of Health, Healthcare Ethics, Health Policy, Data Analysis, Data Ethics, Substance Abuse, Correlation Analysis, Heat Maps, Community Mental Health Services, Data Visualization, Health Informatics, Trauma Care, Mental Health
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Looker (Software), Dashboard, Data Modeling, Digital Transformation, Real Time Data, Data Governance, Pivot Tables And Charts, Data Visualization Software, Google Cloud Platform, Data Warehousing, Data Management, Cloud Storage, Data Transformation, Big Data, Data Analysis, Analytics, Database Design, Data-Driven Decision-Making, Performance Tuning, Exploratory Data Analysis
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Exploratory Data Analysis, Model Evaluation, Data Collection, Model Deployment, Data Ethics, MLOps (Machine Learning Operations), Feature Engineering, Data Cleansing, Applied Machine Learning, Data Analysis, Statistical Analysis, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Generative AI, Data Preprocessing, Continuous Monitoring
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Social Media, Social Media Strategy, Customer Engagement, Market Trend, Business Strategy, Customer Insights, Brand Management, Strategic Thinking, Strategic Decision-Making, Competitive Analysis, Trend Analysis, Data-Driven Decision-Making, Analytical Skills
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Data Analysis, Box Plots, Python Programming
中级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: 探索性数据分析, 数据库设计, 数据分析, Looker (软件), 数据可视化软件, 数据建模
初级 · 项目 · 不超过 2 小时

您将获得的技能: Microsoft Copilot, Microsoft Excel, Data Cleansing, Data Visualization Software, Spreadsheet Software, Trend Analysis, Forecasting, Data Manipulation, Sales, Data Analysis, Artificial Intelligence
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Plot (Graphics), Data Visualization Software, R Programming, Scatter Plots, Regression Analysis, Statistical Modeling, Predictive Modeling, Artificial Neural Networks, Data Science, Deep Learning, Model Evaluation, Descriptive Statistics, Predictive Analytics, Statistical Methods, Data Manipulation, Data Preprocessing, Performance Testing
混合 · 课程 · 1-4 周

University of Maryland, College Park
您将获得的技能: Sampling (Statistics), Data Analysis Software, Stata, Data Manipulation, Statistical Analysis, Statistical Software, Statistical Methods, Regression Analysis, Data Integrity, R (Software), R Programming, Statistical Modeling
混合 · 课程 · 1-3 个月