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。

Microsoft
您将获得的技能: Unsupervised Learning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Generative AI Agents, Applied Machine Learning, Azure DevOps, Reinforcement Learning, Data Preprocessing
中级 · 专业证书 · 3-6 个月

您将获得的技能: Google Analytics, Web Analytics, Marketing Analytics, Target Audience, Campaign Management, Data-Driven Decision-Making, Marketing Effectiveness, Performance marketing, Data Validation, Real Time Data, Customer Insights, Trend Analysis, Data Quality, Anomaly Detection, Benchmarking
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Python 程序设计, 统计建模, 数据分析, 数据预处理, 数据清理, 数据处理, Scikit-learn (机器学习库), 统计分析, 预防伤害, 运动医学, Matplotlib, 分析, 预测建模, 相关性分析, 回归分析, 应用机器学习, 监督学习, 预测, 运动训练, 逻辑回归
中级 · 专项课程 · 3-6 个月

Universidad Nacional Autónoma de México
您将获得的技能: R Programming, Statistical Programming, Ggplot2, Data Manipulation, Simulations, Statistical Software, Statistical Visualization, Data Processing, Graphing, Programming Principles, Data Import/Export, Scripting, Exploratory Data Analysis, Data Structures, Software Installation
初级 · 课程 · 1-3 个月

American Psychological Association
您将获得的技能: Quantitative Research, Scientific Methods, Research Design, Surveys, Research, Research and Design, Correlation Analysis, Data Collection, Experimentation, Data Analysis, Psychology, Sampling (Statistics)
初级 · 课程 · 1-3 个月

您将获得的技能: Content Performance Analysis, Social Media Marketing, Content Development and Management, Content Creation, Web Analytics, Social Media Management, Content Strategy, AI Personalization, Web Analytics and SEO, Market Analysis, Data-Driven Decision-Making
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Data Storytelling, Google Sheets, Data Visualization, Spreadsheet Software, Large Language Modeling, Data Literacy, Data Visualization Software, Business Analysis, Requirements Analysis, Data Analysis, Analytics, Exploratory Data Analysis, Data-Driven Decision-Making, Trend Analysis, Data Transformation, Stakeholder Engagement
初级 · 课程 · 1-4 周

École normale supérieure
您将获得的技能: 积分微积分, 计算逻辑, 线性代数, 定量研究, 马尔可夫模型, 应用数学, 抽样(统计), Algorithm, 数值分析, 模拟, 物理学
混合 · 课程 · 1-3 个月

École Polytechnique
您将获得的技能: Probability, Probability Distribution, Statistics, Simulations, Statistical Inference, Mathematical Theory & Analysis, Calculus
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: Microsoft Excel, Spreadsheet Software, Data Entry, Productivity Software, Data Manipulation, Expense Management, Budgeting, Inventory Management System, Data Management, Data Visualization, Data Analysis, Business Analysis
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis
中级 · 专项课程 · 3-6 个月

Rutgers the State University of New Jersey
您将获得的技能: 周转资金, 数据分析, 案例研究, 战略决策, 绩效衡量, 财务分析, 运行效率, 工作分析, 供应链管理
初级 · 课程 · 1-4 周