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。

Johns Hopkins University
您将获得的技能: 公共卫生, 数据展示, 趋势分析, 数据分析, 调查, 地理信息系统软件, 慢性疾病, 风险分析, 社区卫生, 生物统计学, 地理信息系统, 医疗保健, 统计资料, 卫生政策, 数据可视化软件, 传染病, 流行病学, 健康差异, 公共卫生与疾病预防, 卫生系统
初级 · 专项课程 · 3-6 个月

Kennesaw State University
您将获得的技能: 统计分析, 数据收集, 质量改进, 六西格玛方法, 加工能力, 精益生产, 精益六西格玛, 流程改进, 统计方法, 流程制图, 统计过程控制, 精益方法, 团队管理, 探索性数据分析, 根源分析, 概率与统计, 团队建设, 统计假设检验, 质量控制, 过程分析
中级 · 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

DeepLearning.AI
您将获得的技能: 嵌入, 分类算法, 功能工程, 监督学习, 降维, 自然语言处理, 文本挖掘, 机器学习方法, 统计机器学习, 概率与统计
中级 · 课程 · 1-4 周

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
University of Michigan
您将获得的技能: 机器学习, Model Evaluation, Scikit Learn(机器学习库), 分类算法, Python 编程, 监督学习, 人工神经网络, 功能工程, 应用机器学习, 随机森林算法, 无监督学习, 回归分析, 决策树学习, 预测建模, 模型评估
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Supervised Learning, Advanced Analytics, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Analytics, Random Forest Algorithm, Data Analysis, Predictive Modeling, Model Evaluation, Bayesian Network, Python Programming, Statistical Modeling, Classification Algorithms
高级设置 · 课程 · 1-3 个月

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

您将获得的技能: Google Analytics, Web Analytics, Marketing Analytics, Google Ads, Marketing Effectiveness, Web Analytics and SEO, Smart Goals, Content Performance Analysis, Digital Marketing, Customer Insights, Analytics, Goal Setting, Trend Analysis, Performance Analysis, Data Analysis, Performance Metric, Data-Driven Decision-Making
初级 · 课程 · 3-6 个月

您将获得的技能: Feature Engineering, Extract, Transform, Load, Data Pipelines, Data Transformation, Model Evaluation, MLOps (Machine Learning Operations), Pandas (Python Package), Data Storytelling, Data Preprocessing, PySpark, Data Quality, Apache Spark, Data-Driven Decision-Making, A/B Testing, Data Analysis, Data Visualization, Data Governance, Data Cleansing, Exploratory Data Analysis, Machine Learning
中级 · 课程 · 1-3 个月

您将获得的技能: Data Warehousing, Data Modeling, Trend Analysis, Business Intelligence, Scalability, Audit Planning, Data Integrity, Database Design, Data Management, Data Quality, Data Pipelines, SQL
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Prompt Engineering, User Story, New Product Development, Model Based Systems Engineering, Model Evaluation, Failure Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Proposal Writing, Accountability, Data Ethics, Sustainability Reporting, Database Design, Supervised Learning, Sustainable Design
获得学位
学位 · 1-4 年