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: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Applied Machine Learning, Performance Metric, Regression Analysis, Continuous Monitoring, Statistical Methods, Algorithms
中级 · 课程 · 1-4 周
Johns Hopkins University
您将获得的技能: 统计分析, 数据分析, 数据展示, 患者安全, 统计方法, 交流, 高级分析, 统计报告, 临床试验, 样本量的确定, 贝叶斯统计, 临床研究
初级 · 课程 · 1-3 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: Campaign Management, Keyword Research, Digital Marketing, Pay Per Click Advertising, Email Marketing, Digital Advertising, Performance Analysis, Performance Metric, Marketing Effectiveness, Web Analytics, Google Ads, Marketing Channel, Social Media Management, Key Performance Indicators (KPIs), Social Media, Social Media Strategy, Content Creation, Content Management, Content Strategy, Data Analysis
初级 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, Advanced Analytics, R Programming, Statistical Methods, Data Validation, Verification And Validation, Plot (Graphics), Exploratory Data Analysis, Technical Communication
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Quality Assurance, Compliance Reporting, Data Quality, Performance Reporting, Trend Analysis, Data Validation, Configuration Management, Data Integrity, Data Capture, Workflow Management, Continuous Monitoring
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

您将获得的技能: Debugging, Model Evaluation, Root Cause Analysis, Data Preprocessing, Software Visualization, Exploratory Data Analysis, Analysis, Performance Tuning, Performance Analysis, Quantitative Research
中级 · 课程 · 1-4 周

您将获得的技能: Performance Metric, Predictive Modeling, Data-Driven Decision-Making, Failure Analysis, Statistical Analysis, Technical Communication, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周

您将获得的技能: SketchUp (3D Modeling Software), 3D Modeling, Architectural Drawing, Architectural Design, Spatial Analysis, AutoCAD, 3D Assets, Visualization (Computer Graphics), Data Mapping, Design Software, Computer Graphics, Mockups, Layout Design, Computer Graphic Techniques, Graphic and Visual Design, Technical Communication, UI Components, Color Theory, Microsoft Office, Data Import/Export
初级 · 专项课程 · 1-3 个月
IBM
您将获得的技能: 统计分析, 数据可视化, Model Evaluation, 数据展示, 统计可视化, 数据库, 数据分析, 仪表板, 关系数据库, 数据库设计, Rmarkdown, 探索性数据分析, 数据整理, R 程序设计, 查询语言, 数据操作, 数据可视化软件, 网络抓取, 模型评估, Ggplot2, 闪亮(R 套件)
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Visualization, Leaflet (Software), Interactive Data Visualization, Data Presentation, Spatial Data Analysis, Heat Maps, Data Visualization Software, GIS Software, Geographic Information Systems, Metadata Management, Spatial Analysis, Color Theory, Design, Query Languages, Technical Documentation, Data Validation, Geospatial Mapping, Apache Airflow, Extract, Transform, Load, Cloud Computing
中级 · 专项课程 · 3-6 个月