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。

Wesleyan University
您将获得的技能: Python 程序设计, 机器学习, 探索性数据分析, 机器学习算法, 数据分析, 模型评估, 回归分析, 预测分析, 统计分析, 决策树学习, 数据挖掘, 功能工程, 应用机器学习, 随机森林算法, 无监督学习, 分类与回归树 (CART)
混合 · 课程 · 1-4 周

您将获得的技能: Web Analytics, Google Analytics, Content Performance Analysis, Customer Analysis, E-Commerce, Marketing Analytics, Performance Analysis, Performance Reporting, Marketing Effectiveness
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Power BI, Data Ethics, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Advanced Analytics, Data Analysis Expressions (DAX), Analytics, Data-Driven Decision-Making, Exploratory Data Analysis, Trend Analysis, Time Series Analysis and Forecasting, Scatter Plots, Forecasting, Geospatial Information and Technology, Root Cause Analysis
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Sampling (Statistics), Sample Size Determination, Data Collection, Surveys, Statistical Methods, Quantitative Research, Probability & Statistics, Research Design, Statistical Software
初级 · 课程 · 1-3 个月

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

Illinois Tech
您将获得的技能: Database Design, Relational Databases, Database Systems, Database Management, NoSQL, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Database Management Systems, MySQL, Statistical Analysis, Data Visualization, Database Theory, Data Analysis, Exploratory Data Analysis, Transaction Processing, Data Preprocessing
攻读学位
中级 · 专项课程 · 3-6 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

Coursera
您将获得的技能: Customer Analysis, Unsupervised Learning, Customer Insights, Marketing Analytics, Applied Machine Learning, Data Analysis, Web Analytics, Retail Store Operations, Machine Learning, Machine Learning Algorithms, Histogram, Decision Tree Learning, Model Evaluation, Pandas (Python Package)
中级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 空间数据分析, 数据处理, 数据操作, Matplotlib, 地理空间制图, 大数据, 计算思维, 地理信息系统, Apache Hadoop, 分布式计算, 空间分析, 地理空间信息与技术
初级 · 课程 · 1-3 个月
CertNexus
您将获得的技能: 数据清理, 数据分析, 商业分析, 探索性数据分析, 散点图, 描述性统计, 数据预处理, 数据可视化软件, 统计分析, 功能工程, 柱状图, 数据可视化, 概率与统计
中级 · 课程 · 1-3 个月

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
University of Michigan
您将获得的技能: Data Quality, Quantitative Research, Data Validation, Data Integrity, Data Governance, Data Collection, Quality Assurance, Data Processing, Data Strategy, Data Analysis, Data Management, Model Evaluation, Data Preprocessing, Data Access, Statistical Analysis, Sampling (Statistics), Verification And Validation, Design Strategies, Threat Detection
初级 · 专项课程 · 1-3 个月