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, Data Storage Technologies, Analytical Skills, Exploratory Data Analysis, Data Storage, Database Software, Estimation, Data-Driven Decision-Making, Applied Machine Learning, Supervised Learning, Markov Model, Logistic Regression, Statistical Hypothesis Testing, Predictive Modeling, Simulations, Simulation and Simulation Software, Regression Testing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Analysis, Data Visualization, Machine Learning
混合 · 课程 · 1-3 个月

您将获得的技能: Bayesian Network, Predictive Modeling, Machine Learning Methods, Markov Model, Statistical Modeling, Artificial Intelligence, Statistical Inference, Graph Theory, Network Analysis, Probability & Statistics, Sampling (Statistics), Algorithms, Scalability
中级 · 课程 · 1-4 周

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

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
攻读学位
混合 · 课程 · 1-3 个月

您将获得的技能: A/B Testing, Sampling (Statistics), Data Analysis, Statistics, Descriptive Statistics, Statistical Analysis, Statistical Hypothesis Testing, Advanced Analytics, Probability Distribution, Statistical Inference, Data Science, Probability, Jupyter, Python Programming
高级设置 · 课程 · 1-3 个月
University of London
您将获得的技能: 数据驱动决策, 概率与统计, 数学建模, 统计假设检验, 概率, 描述性统计, 统计推理, 统计建模, 统计资料, 数据分析, 概率分布, 风险建模, 数据可视化, 抽样(统计)
初级 · 课程 · 1-3 个月

您将获得的技能: 回归分析, 商业分析, 统计分析, 电子表格软件, 描述性统计, 概率, 预测, 统计方法, Microsoft Excel, 数据分析, 预测分析, 统计资料, 数据可视化
中级 · 课程 · 1-3 个月

IIMA - IIM Ahmedabad
您将获得的技能: 估算, 概率与统计, 统计假设检验, 描述性统计, 数据科学, 统计方法, 概率, 概率分布, 统计推理, 样本量的确定, 数据分析, 统计可视化, 统计资料, 抽样(统计), 数据扫盲
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Histogram, Generative AI, Model Evaluation, Data Literacy, Data Visualization, Data Presentation, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Data Ethics, Experimentation, Data Science, Data-Driven Decision-Making, Research Design, Statistical Visualization, AI Enablement, Artificial Intelligence
初级 · 专项课程 · 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, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
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初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), LLM Application, Spreadsheet Software
初级 · 课程 · 1-4 周