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。

Coursera
您将获得的技能: Canva (Software), Social Media Content, Content Creation, Content Performance Analysis, Social Media Marketing, Marketing Effectiveness, Content Development and Management, Video Production, Digital Media Strategy, Style Guides, Digital Design, Graphic Design, Graphic and Visual Design, Marketing Analytics, Web Analytics, Video Editing, Performance Measurement, Brand Management, Key Performance Indicators (KPIs), Drive Engagement
初级 · 专项课程 · 3-6 个月

Rice University
您将获得的技能: Capital Budgeting, Cash Flows, Probability & Statistics, Finance, Financial Statements, Microsoft Excel, Descriptive Statistics, Financial Accounting, Business Analytics, Box Plots, Probability Distribution, Data Visualization, Probability, Statistics, Ledgers (Accounting), Financial Analysis, Business Valuation, Business Mathematics, Financial Management, Data Analysis
初级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 案例研究, 写作, 概率, 商务交流, 交流, 研究, 说服沟通, 信息架构, 批判性思维, 相关性分析, 科学方法, 互动学习, 图表设计, 分析, 样本量的确定, 演绎推理, 抽样(统计), 口头表达, 逻辑推理
初级 · 专项课程 · 3-6 个月

The State University of New York
您将获得的技能: 统计分析, 数据可视化, Model Evaluation, 数据分析, 统计推理, 预测, 描述性统计, R 程序设计, 相关性分析, 软件安装, 时间序列分析和预测, 数学建模, 统计建模, 模型评估, 概率与统计
中级 · 课程 · 1-3 个月

您将获得的技能: Statistical Hypothesis Testing, A/B Testing, Data-Driven Decision-Making, Customer Analysis, Statistical Methods, Market Research, Statistical Analysis, Business Analytics, Probability & Statistics, Statistical Inference, Data Analysis, Descriptive Statistics, Microsoft Excel, Data Analysis Software, Spreadsheet Software
初级 · 课程 · 1-4 周

您将获得的技能: Data Science, Statistical Inference, Data Visualization, Pandas (Python Package), Probability & Statistics, Statistics, Regression Analysis, Apache Hadoop, Big Data, Machine Learning, Data Manipulation, Data Preprocessing, Data Analysis, Analytics, Random Forest Algorithm, Python Programming, Data Mapping, Object Oriented Programming (OOP), JavaScript Frameworks, HTML and CSS
中级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Data Manipulation, Statistical Analysis, R (Software), Analytical Skills, Ggplot2, Data Storytelling, R Programming, Statistical Methods, Quantitative Research, Data Visualization Software, Data Science, Data Preprocessing, Probability & Statistics, Scatter Plots, Business Analytics, Statistical Visualization, Correlation Analysis, Descriptive Statistics, Data Analysis
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 统计分析, 磁共振成像, 数据分析, 网络分析, 放射诊断学, 图像分析, 生物医学技术, 高级分析, 分析技能, 神经学, 实验, 数据处理, R 程序设计, 解剖学, X 射线计算机断层扫描, 统计资料, 研究设计, 放射科, 数据操作, 医学影像
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: A/B Testing, Data-Driven Decision-Making, Business Analytics, Statistical Methods, Statistical Hypothesis Testing, Analytics, Statistics, Estimation, Decision Making, Data Analysis, Statistical Inference, Statistical Analysis, Business, Sample Size Determination
中级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: ArcGIS, GIS Software, Spatial Analysis, Data Storytelling, Spatial Data Analysis, Geographic Information Systems, Data Presentation, Geospatial Information and Technology, Geospatial Mapping, Public Health and Disease Prevention, Data Sharing, Public Health, Land Management, Heat Maps, Epidemiology, Community Health, Image Analysis, Project Management, Data Visualization Software, Data Quality
初级 · 专项课程 · 3-6 个月

University of Amsterdam
您将获得的技能: 统计分析, 数据分析, 箱形图, 精益六西格玛, 概率分布, 流程改进, 逻辑回归, 柱状图, 回归分析, 统计资料, 数据可视化软件, 统计假设检验, Minitab, 差异分析
初级 · 课程 · 1-3 个月

您将获得的技能: Correlation Analysis, Data Pipelines, Dashboard, Analytics, SQL, Business Analytics, Business Intelligence, Data Infrastructure, Data-Driven Decision-Making, Statistical Analysis, Warehouse Management, Trend Analysis, Capacity Management, Data Warehousing, Performance Analysis, Performance Metric, Scalability, Performance Measurement, Interactive Data Visualization, Descriptive Statistics
高级设置 · 课程 · 1-4 周