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。

Johns Hopkins University
您将获得的技能: 概率与统计, 概率分布, 抽样(统计), 贝叶斯统计, 统计分析, 统计, 概率, 统计方法, 样本量的确定, 统计建模, 数据分析, 统计假设检验, 统计推理
混合 · 课程 · 1-4 周

University of Zurich
您将获得的技能: 概率与统计, 描述性统计, 概率分布, 统计, 概率, 金融, 应用数学, 风险分析
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Probability & Statistics, Probability Distribution, Simulations, Statistical Modeling, Estimation, Correlation Analysis, Engineering Analysis, Statistical Analysis, Reliability, Engineering, Spatial Analysis
混合 · 课程 · 1-4 周

Eindhoven University of Technology
您将获得的技能: 概率与统计, 定量研究, 研究, 贝叶斯统计, 统计分析, 统计假设检验, 科学方法, 样本量的确定, 数据共享, R 语言程序设计(中文版), 统计推理
中级 · 课程 · 1-3 个月

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

Dartmouth College
您将获得的技能: Probability & Statistics, Statistical Methods
中级 · 课程 · 1-3 个月

您将获得的技能: Bayesian Statistics, A/B Testing, Microsoft Excel, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Analysis, Probability & Statistics, Decision Making, Health Informatics, Statistical Programming, Machine Learning, Markov Model
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Probability, Markov Model, Probability & Statistics, Estimation, Probability Distribution, Bayesian Statistics, Statistical Methods, Statistical Inference, Sampling (Statistics), Statistical Analysis, Statistics, Mathematical Modeling, Data Analysis, Statistical Modeling, Data Science, Descriptive Statistics, Machine Learning Algorithms, Artificial Intelligence, Generative AI
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中级 · 专项课程 · 3-6 个月

您将获得的技能: Sampling (Statistics), Descriptive Statistics, Statistical Hypothesis Testing, Data Analysis, Probability Distribution, Statistics, Data Science, Statistical Analysis, A/B Testing, Statistical Methods, Probability, Statistical Inference, Statistical Programming, Python Programming, Technical Communication
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, Analytics, Statistical Modeling, Predictive Modeling, Applied Mathematics, Data Visualization
初级 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning
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混合 · 课程 · 1-3 个月

University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
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初级 · 课程 · 1-4 周