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: Statistical Hypothesis Testing, A/B Testing, Data-Driven Decision-Making, Customer Analysis, Statistical Methods, Market Research, Statistical Analysis, Business Analytics, Probability & Statistics, Statistical Inference, Data Analysis, Descriptive Statistics, Microsoft Excel, Data Analysis Software, Spreadsheet Software
初级 · 课程 · 1-4 周

Universidad Austral
您将获得的技能: Regression Analysis, Statistical Inference, Descriptive Statistics, Risk Analysis, Business Risk Management, Business Analytics, Statistics, Sampling (Statistics), Microsoft Excel, Data Analysis, Probability, Statistical Analysis, Data-Driven Decision-Making, Probability Distribution, Statistical Modeling, Data Science
初级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Correlation Analysis, Research Design, Regression Analysis, Statistical Methods, Statistical Hypothesis Testing, Analysis, Statistical Inference, Statistical Analysis, Data Literacy, Quantitative Research, Descriptive Statistics, Probability & Statistics, Sampling (Statistics), Probability Distribution
攻读学位
初级 · 课程 · 3-6 个月

您将获得的技能: Process Mapping, Process Analysis, Business Analysis, Data Storytelling, Business Process Improvement, Feasibility Studies, Systems Analysis, Stakeholder Analysis, Process Optimization, Requirements Management, Process Design, Business Requirements, Systems Design, Stakeholder Management, Communication Planning, Test Planning, Information Technology, Business Process Modeling, Database Management, Agile Methodology
初级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: Verification And Validation, Sampling (Statistics), Statistical Machine Learning, Test Data, Machine Learning
中级 · 课程 · 1-4 周

University of London
您将获得的技能: 数据分析, 数据可视化, 概率与统计, 机器学习算法, NumPy, 无监督学习, Matplotlib, 机器学习, 数据科学, 统计资料, 数据操作, Pandas(Python 软件包), Python 编程, 描述性统计
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: 后端网站开发, 软件版本控制, 软件开发方法, 软件设计, 软件工程, 软件设计模式, 前端网络开发, 软件开发, 开发环境, 软件架构, 软件开发生命周期, 编程原则, Python 编程, 统一建模语言, 网络应用, 应用程序部署
初级 · 课程 · 1-3 个月

John Wiley & Sons
您将获得的技能: Statistics, Probability & Statistics, Data Analysis, Data Literacy, Data Collection, Unsupervised Learning, Text Mining, Business Analytics, Statistical Inference, Probability, Exploratory Data Analysis, Predictive Modeling, Data-Driven Decision-Making, Data Science, Deep Learning, Machine Learning, Machine Learning Methods, Data Visualization, Business Communication, Communication
中级 · 课程 · 3-6 个月

您将获得的技能: Process Capability, Lean Six Sigma, Root Cause Analysis, Process Mapping, Process Analysis, Performance Measurement, Statistical Methods, Statistical Process Controls, Descriptive Statistics, Process Improvement, Statistical Analysis, Quality Assessment, Failure Mode And Effects Analysis, Risk Analysis, Verification And Validation, Systems Of Measurement, Probability Distribution
初级 · 课程 · 1-4 周

IBM
您将获得的技能: Model Evaluation, 回归分析, 数据转换, 数据分析, 预测分析, 预测建模, 数据可视化, 功能工程, NumPy, 统计分析, 数据导入/导出, 数据预处理, Matplotlib, 数据清理, Scikit Learn(机器学习库), 数据操作, 模型评估, 探索性数据分析, Pandas(Python 软件包), Python 编程
中级 · 课程 · 1-3 个月

您将获得的技能: Statistical Inference, Statistical Analysis, Data Literacy, Probability & Statistics, Estimation, Correlation Analysis
初级 · 课程 · 1-4 周

University of Alberta
您将获得的技能: Model Evaluation, 深度学习, 人工智能和机器学习(AI/ML), 功能工程, 强化学习, 机器学习算法, 模拟, 马尔可夫模型, 抽样(统计), 人工神经网络, 机器学习, 人工智能, 线性代数, 伪代码, Algorithm, 模型评估, 性能测试, 算法, 概率分布, 性能调整, 监督学习
中级 · 专项课程 · 3-6 个月