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 Illinois Urbana-Champaign
您将获得的技能: 机器学习, 模型评估, 大数据, 非结构化数据, 自然语言处理, 网络分析和 SEO, 概率与统计, 网页抓取, 信息架构, 文本挖掘, 数据挖掘
混合 · 课程 · 1-3 个月
Duke University
您将获得的技能: 模型评估, 商业分析, 微软Excel, 数据分析, 分类算法, 财务分析, 预测分析, 预测建模, 商业风险管理, 数据驱动的决策制定
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Web Analytics, Customer Engagement, Technical Communication, Campaign Management, Analysis, Strategic Marketing, Performance Metric, Business Metrics, Data-Driven Decision-Making, Descriptive Analytics, Stakeholder Communications
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Google Ads, Google Analytics, Marketing Analytics, Data Integration, Web Analytics, Web Analytics and SEO, Data Access
初级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 描述性统计, 仪表板, 数据可视化软件, 交互式数据可视化, 决策支持系统, 数据建模, 数据库管理, SQL, SAS(软件), 商业智能, 数据库管理系统, 关系数据库, 数据仓库, 星形模式, 摘录, 数据可视化, 数据库设计, 雪花模式, 数据挖掘, 业务报告
初级 · 专项课程 · 1-3 个月

您将获得的技能: Financial Statement Analysis, Budget Management, Budgeting, Banking, Financial Data, Revenue Forecasting, Financial Forecasting, Financial Management, Trend Analysis, Financial Analysis, Business Acumen, Cost Management, Operating Budget, Corporate Finance, Accounting and Finance Software, Financial Modeling, Commercial Lending, Performance Analysis, Financial Statements, Business
初级 · 专项课程 · 1-3 个月

University of Alberta
您将获得的技能: 机器学习, 概率分布, 强化学习, 人工智能和机器学习(AI/ML), 模拟, 抽样(统计), 机器学习算法, Algorithm
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Web Analytics and SEO, Search Engine Optimization, Search Engine Marketing, AI Enablement, Generative AI, Marketing Strategy and Techniques, Blogs, Digital Marketing, Content Marketing, Content Creation, Web Content, Semantic Web, Keyword Research, Content Strategy, Growth Strategies, Artificial Intelligence, Web Analytics, Competitive Analysis, Performance Measurement
中级 · 专项课程 · 1-3 个月

Universidad Austral
您将获得的技能: Social Media, Social Media Strategy, Social Media Marketing, Google Ads, Digital Marketing, Customer Relationship Management, Content Performance Analysis, Media Buying, Social Media Campaigns, Marketing Analytics, Campaign Management, LinkedIn, Facebook, Web Analytics, Digital Media Strategy, Pay Per Click Advertising, Marketing Strategies, Marketing, Paid media, Analytics
初级 · 专项课程 · 3-6 个月

LearnKartS
您将获得的技能: Keyword Research, Advertising Campaigns, Pay Per Click Advertising, Performance marketing, Search Engine Marketing, Marketing, Advertising, Digital Advertising, Campaign Management, Bidding, Target Audience, Web Analytics, Target Market, Content Performance Analysis, Account Management
初级 · 课程 · 1-4 周

Queen Mary University of London
您将获得的技能: 科学与研究, 案例研究, 研究方法, 焦点小组, 调查, 研究, 概率与统计, 定性研究, 市场调查, 面试技巧, 样本量的确定, 数据收集, 研究设计
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月