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。

您将获得的技能: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Organizational Change, Lean Methodologies, Statistical Hypothesis Testing, Organizational Leadership, Quality Management, Process Analysis, Correlation Analysis, Project Scoping, Data-Driven Decision-Making, Root Cause Analysis, Statistical Analysis, Process Improvement, Business Process, Continuous Improvement Process, Sampling (Statistics), Statistical Methods
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Data Visualization, Interactive Data Visualization, Dashboard, Data Visualization Software, Tableau Software, Data Analysis, Exploratory Data Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Integrity, Data Cleansing, Data Quality, Data Validation, Sampling (Statistics), Probability & Statistics, Data Analysis, Statistics, Statistical Analysis, Small Data
初级 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Matplotlib, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Marketing Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Data-Driven Decision-Making, Forecasting, Marketing Strategies, Strategic Decision-Making, Strategic Leadership, Time Series Analysis and Forecasting, Statistical Modeling, Simulation and Simulation Software, Predictive Analytics, Customer Retention, Reinforcement Learning
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Pay Per Click Advertising, Digital Marketing, Web Analytics, Email Marketing, Paid media, Digital Advertising, Google Ads, Social Media Campaigns, Marketing Strategies, Online Advertising, Social Media Marketing, Google Analytics, Web Analytics and SEO, Web Design and Development, Marketing, Marketing Analytics, Search Engine Optimization, Social Media, Campaign Management, Search Engine Marketing
攻读学位
高级设置 · 课程 · 1-3 个月

Kennesaw State University
您将获得的技能: 趋势分析, 创造力, 市场调查, 专业网络, 规划, 设定目标, 适应, 个人发展, 市场分析, 自我意识, 商业研究, 决策
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Responsive Web Design, Git (Version Control System), Web Development, Cascading Style Sheets (CSS), Data Persistence, React.js, Version Control, Web Development Tools, Performance Tuning, Full-Stack Web Development, GitHub, Event-Driven Programming, Application Design, Game Design, Webpack, Software Testing, Unit Testing, Software Development, Development Environment, Javascript
初级 · 专业证书 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Jupyter, Data Analysis, Computer Programming
初级 · 课程 · 1-4 周

您将获得的技能: Data Import/Export, Data Analysis, Exploratory Data Analysis, Java, Data Processing, Data Manipulation, Java Programming, Statistics
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Google Analytics, Ad Hoc Reporting, Management Reporting, Performance Reporting, Web Analytics, Marketing, Web Development
中级 · 指导项目 · 不超过 2 小时

Microsoft
您将获得的技能: 机器学习, 探索性数据分析, 微软 Azure, 数据处理, 数据转换, MLOps(机器学习 Operator), 数据库, 大数据, 回归分析, 模型评估, 机器学习软件, PySpark, Apache Spark, 分布式计算, 深度学习, 模型部署
中级 · 课程 · 1-3 个月