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 Colorado Boulder
您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Statistical Machine Learning, Exploratory Data Analysis, Data Analysis, Spatial Analysis
中级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 网络分析, 改善客户体验, 营销策略, 营销, 移动安全, 关键绩效指标 (KPI), 销售, 绩效衡量, A/B 测试, 营销分析, 目标受众, 网络应用, 营销效果, 数字化营销
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Pivot Tables And Charts, Data Manipulation, Data Transformation, Data Preprocessing, Data Warehousing, Data Cleansing, Dimensionality Reduction, Data Quality, Anomaly Detection, Feature Engineering, Sampling (Statistics), Exploratory Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Power BI, Interactive Data Visualization, Data Visualization, Data Presentation, Dashboard, Trend Analysis, Exploratory Data Analysis, Customer Analysis, Data Visualization Software, Sales, Business Intelligence, Data Analysis, Business Analytics, Data Import/Export
初级 · 指导项目 · 不超过 2 小时

Fred Hutchinson Cancer Center
您将获得的技能: Bioinformatics, Molecular Biology, Data Processing, Data Analysis, Data Literacy, Exploratory Data Analysis, Metadata Management, R Programming, Scientific Methods, Data Quality
中级 · 课程 · 1-3 个月

您将获得的技能: Marketing Analytics, Analytics, Marketing, Data Analysis, Resource Utilization, Marketing Effectiveness, Registration, Statistical Methods, Digital Marketing, Social Media Marketing
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Python 程序设计, 探索性数据分析, 数据科学, 运筹学, 数据整理, NumPy, Pandas(Python 软件包), 数据清理, 数据结构, 数据转换, 数据预处理, 透视表和图表, 应用机器学习, 绘图(图形), Jupyter, 数据操作, 脚本, 编程原则, 数据分析, 供应链
初级 · 课程 · 1-4 周

Rice University
您将获得的技能: Timelines, Ancient History, Scientific Methods, World History, Anthropology, General Science and Research, Environment, Spatial Analysis, Research, Culture, Geospatial Information and Technology, Data Collection, Biology
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Data Science, Data Management, Organizational Effectiveness, Data Analysis, Data-Driven Decision-Making, Project Design, Data Presentation, Exploratory Data Analysis, Machine Learning, Predictive Modeling, Statistical Inference
混合 · 课程 · 1-4 周

您将获得的技能: Customer Service, Customer experience strategy (CX), Customer Analysis, Process Mapping, Customer Insights, Process Design, Customer Support, Cross-Channel Marketing, Marketing Operations, Business Process, Web Analytics, Marketing
初级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: Debugging, Data Analysis, Data Preprocessing, Numerical Analysis, Critical Thinking
中级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Statistical Modeling, Descriptive Statistics
混合 · 课程 · 1-4 周