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。

DeepLearning.AI
您将获得的技能: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, LinkedIn, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics
初级 · 专业证书 · 3-6 个月

Duke University
您将获得的技能: 经济学, 财务分析, 财务规划, 心理学, 概率与统计, 消费者行为, 风险分析, 行为经济学, 财务, 决策
初级 · 课程 · 1-4 周

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

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

您将获得的技能: Data Science, Statistical Inference, Data Visualization, Pandas (Python Package), Probability & Statistics, Statistics, Regression Analysis, Apache Hadoop, Big Data, Machine Learning, Data Manipulation, Data Preprocessing, Data Analysis, Analytics, Random Forest Algorithm, Python Programming, Data Mapping, Object Oriented Programming (OOP), JavaScript Frameworks, HTML and CSS
中级 · 课程 · 1-3 个月

Erasmus University Rotterdam
您将获得的技能: Model Evaluation, 统计分析, 数据分析, 回归分析, 逻辑回归, 同行评审, 时间序列分析和预测, 分析, 预测, 线性代数, 统计资料, 案例研究, 模型评估, 计量经济学, 概率
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: Canva (Software), Social Media Content, Content Creation, Content Performance Analysis, Social Media Marketing, Marketing Effectiveness, Content Development and Management, Video Production, Digital Media Strategy, Style Guides, Digital Design, Graphic Design, Graphic and Visual Design, Marketing Analytics, Web Analytics, Video Editing, Performance Measurement, Brand Management, Key Performance Indicators (KPIs), Drive Engagement
初级 · 专项课程 · 3-6 个月

Imperial College London
您将获得的技能: Model Evaluation, 统计假设检验, 数据分析, 统计分析, 回归分析, 逻辑回归, 生物统计学, 数据整理, 公共卫生, 统计建模, 数据扫盲, 抽样(统计), 统计资料, 探索性数据分析, 模型评估, R 程序设计, R(软件), 分析技能, 描述性统计, 统计方法, 相关性分析
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Model Evaluation, 回归分析, 数据分析, 统计分析, 概率与统计, 逻辑回归, 统计建模, 模型评估, 统计推理
混合 · 课程 · 1-4 周

您将获得的技能: Quantitative Research, Scatter Plots, R Programming, Statistical Visualization, Correlation Analysis, Descriptive Statistics, Statistical Analysis, Data Analysis, Data Visualization, Statistics, Exploratory Data Analysis, Data Import/Export, Data Structures
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Model Evaluation, 功能工程, 回归分析, 决策树学习, 预测建模, 无监督学习, 机器学习, 人工神经网络, Scikit Learn(机器学习库), 模型评估, Python 编程, 分类算法, 随机森林算法, 监督学习, 应用机器学习
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Data Manipulation, Statistical Analysis, R (Software), Analytical Skills, Ggplot2, Data Storytelling, R Programming, Statistical Methods, Quantitative Research, Data Visualization Software, Data Science, Data Preprocessing, Probability & Statistics, Scatter Plots, Business Analytics, Statistical Visualization, Correlation Analysis, Descriptive Statistics, Data Analysis
初级 · 专项课程 · 3-6 个月