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。

Pragmatic AI Labs
您将获得的技能: MLOps (Machine Learning Operations), Databricks, Apache Spark, Model Evaluation, Hugging Face, Data Architecture, Recurrent Neural Networks (RNNs), LLM Application, Data Science, Data Mining, Mathematical Modeling, Scala Programming, Continuous Monitoring, Rust (Programming Language), Lean Six Sigma, Statistical Inference, Artificial Intelligence, Functional Testing, Exploratory Data Analysis, Programming Principles
中级 · 课程 · 1-4 周

您将获得的技能: Marketing Analytics, Dashboard, Marketing Effectiveness, Google Analytics, Pivot Tables And Charts, Spreadsheet Software, Content Performance Analysis, Web Analytics, Performance Analysis, Trend Analysis, Interactive Data Visualization, Marketing Planning, Marketing Channel, Campaign Management, Business Marketing, Analysis, Analytical Skills, Data Modeling, Data Science, Data Management
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Demand Planning, Time Series Analysis and Forecasting, Trend Analysis, Market Trend, Forecasting, Strategic Decision-Making, Predictive Analytics, Data-Driven Decision-Making, Business Priorities, Decision Making, Analysis, Performance Measurement, Business Strategy, Market Opportunities, Performance Analysis, Business Planning, Key Performance Indicators (KPIs), Gap Analysis, Variance Analysis, Business Development
初级 · 课程 · 1-4 周

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

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

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: 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

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

IBM
您将获得的技能: 数据收集, Model Evaluation, 数据分析, 数据驱动决策, Plotly, 应用机器学习, 数据整理, 分类与回归树 (CART), 探索性数据分析, 统计报告, GitHub, 数据科学, 预测建模, 数据可视化软件, 交互式数据可视化, 模型评估, Pandas(Python 软件包)
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Image Analysis, Computer Vision, Model Deployment, MLOps (Machine Learning Operations), Data Analysis, Deep Learning, Exploratory Data Analysis, Failure Analysis, Data Preprocessing, Feature Engineering, Workflow Management, AI Workflows, Data Transformation, Experimentation, Performance Analysis, Data Quality, Data Manipulation, Performance Metric, Technical Communication
中级 · 课程 · 1-3 个月