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。

Arizona State University
您将获得的技能: Statistical Methods, Bayesian Statistics, Statistics, Probability & Statistics, Analytics, Data Storage Technologies, Exploratory Data Analysis, Data Store, Mathematical Software, Data Storage, Data Access, Statistical Machine Learning, Database Software, Estimation, Machine Learning Methods, Data-Driven Decision-Making, Applied Machine Learning, Supervised Learning, Markov Model, Regression Testing
中级 · 专项课程 · 3-6 个月

您将获得的技能: A/B Testing, Sampling (Statistics), Data Analysis, Analytics, Statistics, Descriptive Statistics, Statistical Analysis, Statistical Hypothesis Testing, Probability & Statistics, Advanced Analytics, Probability Distribution, Data Science, Statistical Inference, Statistical Programming, Statistical Methods, Probability, Python Programming
高级设置 · 课程 · 1-3 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Analysis, Statistical Analysis, Statistical Methods, Analysis, Quantitative Research, Data Visualization, Predictive Modeling, Applied Mathematics
攻读学位
初级 · 课程 · 1-3 个月
Rice University
您将获得的技能: 商业分析, 统计分析, 描述性统计, 统计假设检验, 数据扫盲, 数据分析, 制图, 回归分析, 透视表和图表, 统计推理, 样本量的确定, 演讲, Excel 公式, 概率分布, 统计资料, 统计建模, 电子表格软件, Microsoft Excel, 概率与统计, 统计方法
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 数据科学, 统计分析, 统计假设检验, 描述性统计, 柱状图, 统计推理, 探索性数据分析, 概率与统计, 概率分布, 统计机器学习, 统计可视化, A/B 测试, 箱形图, 抽样(统计), 贝叶斯统计, 统计资料, 相关性分析, 统计方法, 概率
中级 · 课程 · 1-4 周

University of Amsterdam
您将获得的技能: 统计假设检验, 统计分析, 数据分析软件, 统计方法, 概率与统计, 统计资料, 定量研究
初级 · 课程 · 1-3 个月
University of London
您将获得的技能: 统计假设检验, 统计分析, 描述性统计, 回归分析, 数据分析, 运筹学, 数据可视化, 决策树学习, 数学建模, 概率与统计, 探索性数据分析, 概率分布, 统计推理, 数据驱动决策, 统计建模, 统计方法, 抽样(统计), 概率, 风险建模
初级 · 课程 · 1-3 个月

您将获得的技能: Sampling (Statistics), Data Mining, Statistical Hypothesis Testing, Probability, Statistical Machine Learning, Probability & Statistics, Linear Algebra, Statistical Methods, Statistical Analysis, Statistical Inference, Data Analysis, Probability Distribution, Data Science, Statistics, Machine Learning Methods, Applied Machine Learning, Unsupervised Learning, Machine Learning Algorithms, Machine Learning, Supervised Learning
混合 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Probability & Statistics, Descriptive Statistics, Statistics, Data Literacy, Data Analysis, Statistical Methods, Statistical Modeling, Correlation Analysis, Statistical Analysis, Descriptive Analytics, Data Presentation, Statistical Visualization, Probability, Data-Driven Decision-Making, Regression Analysis, Probability Distribution, Graphing, Scatter Plots
初级 · 课程 · 1-4 周

Stanford University
您将获得的技能: 统计假设检验, 描述性统计, 统计分析, 回归分析, 数据分析, 统计机器学习, 概率分布, 数据收集, 概率与统计, 相关性分析, 统计推理, 分析, 探索性数据分析, 统计方法, 抽样(统计), 统计资料, 统计可视化, 概率
初级 · 课程 · 1-3 个月

您将获得的技能: Bayesian Network, Bayesian Statistics, Network Model, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, Predictive Modeling, Markov Model, Statistical Modeling, Statistical Inference, Graph Theory, Sampling (Statistics), Algorithms
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Statistical Inference, Statistical Hypothesis Testing, Sample Size Determination, Statistical Analysis, Statistical Reporting, Statistics, Data Analysis, Statistical Methods, A/B Testing, Statistical Software, Estimation, Data-Driven Decision-Making, Conversion Funnel Analysis, Business Analysis, Stakeholder Communications, Decision Making
中级 · 课程 · 1-4 周