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: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)
中级 · 专项课程 · 3-6 个月
Rice University
您将获得的技能: 数据分析, 统计分析, 统计假设检验, 统计建模, 统计资料, 数据扫盲, Microsoft Excel, 回归分析, 概率分布, 描述性统计, 制图, 概率与统计, 透视表和图表, 演讲, 商业分析, 样本量的确定, 统计推理, 电子表格软件, Excel 公式, 统计方法
初级 · 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

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

University of Michigan
您将获得的技能: Histogram, Generative AI, Model Evaluation, Data Literacy, AI literacy, Data Presentation, Data Collection, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Statistics, Data Analysis, Statistical Reporting, Data Ethics, Experimentation, Science and Research, Data Science, Research Design, Model Training, Artificial Intelligence
初级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Statistical Methods, Combinatorics, Bayesian Network, Applied Machine Learning, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Probability & Statistics, Bayesian Statistics, Social Network Analysis, Simulations, Statistical Software
中级 · 专项课程 · 3-6 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
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初级 · 课程 · 1-3 个月

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

Universidad Nacional Autónoma de México
您将获得的技能: Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Sampling (Statistics), Probability & Statistics, Probability, Statistical Methods, Statistics, Statistical Modeling, Statistical Analysis, Descriptive Statistics
初级 · 课程 · 1-4 周

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

University of Amsterdam
您将获得的技能: 统计分析, 统计假设检验, 统计资料, 定量研究, 概率与统计, 数据分析软件, 统计方法
初级 · 课程 · 1-3 个月