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。

Coursera
您将获得的技能: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Manipulation, Data Analysis, Data Science, Statistical Methods, Pandas (Python Package), Data Wrangling, Data Cleansing, Data Preprocessing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Model Evaluation, Machine Learning, Machine Learning Algorithms
初级 · 课程 · 1-4 周

Pontificia Universidad Católica del Perú
您将获得的技能: Data Preprocessing, Business Analytics, Dimensionality Reduction, Analytics, Data Cleansing, Anomaly Detection, Project Management Life Cycle, Databases, R (Software), Feature Engineering, R Programming, Data Analysis, Data Quality, Data Science, Big Data, Exploratory Data Analysis, Statistical Programming, Supervised Learning
初级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Data Visualization, Interactive Data Visualization, Dashboard, Data Visualization Software, Tableau Software, Data Analysis, Exploratory Data Analysis
中级 · 指导项目 · 不超过 2 小时

Dartmouth College
您将获得的技能: Demography, Environment, Environmental Science, Environmental Issue, Nutrition and Diet, Sustainable Development, Natural Resource Management, Sustainability Standards, Cultural Diversity, Trend Analysis
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: Matplotlib, Data Visualization, Predictive Modeling, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistical Modeling, Probability & Statistics, Classification Algorithms, Python Programming
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Algebra, Graphing, Applied Mathematics, Mathematical Modeling, Trigonometry, Probability, Advanced Mathematics, Data Analysis, Logical Reasoning, General Mathematics, Probability Distribution, Mathematical Theory & Analysis, Descriptive Statistics, Arithmetic, Statistics, Engineering Calculations, Calculus, Visualization (Computer Graphics), Geometry, Analytical Skills
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 数据整理, 文件管理, 数据清理, 数据科学, 数据分析, 探索性数据分析, R 语言程序设计(中文版), 数据操作, R(软件), 数据导入/导出, 数据转换, 数据管理, Data Management, 数据可视化, Tidyverse(R 软件包)
初级 · 课程 · 1-3 个月

Kennesaw State University
您将获得的技能: 精益方法, 精益六西格玛, 统计方法, 流程改进, 绩效衡量, 六西格玛方法, 持续改进流程, 统计分析, 过程分析
混合 · 课程 · 1-3 个月

您将获得的技能: Trend Analysis, Data Manipulation, Data Analysis, SAS (Software), Analysis, Analytics, Data Visualization, Interactive Data Visualization, Data Visualization Software, Data Presentation, Business Reporting, Graphing, Statistical Programming
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 信息隐私, 案例研究, 数据科学, 机器学习算法, 数据伦理, 道德标准与行为, Algorithm, 多样性意识, 负责任的人工智能, 医疗隐私, 医疗保健伦理, 人工智能, 数据安全
攻读学位
初级 · 课程 · 1-3 个月

您将获得的技能: Google Analytics, Marketing Analytics, Email Automation, Data-Driven Decision-Making, Web Analytics, Dashboard, Geospatial Information and Technology, Marketing, Data Analysis
初级 · 指导项目 · 不超过 2 小时

MathWorks
您将获得的技能: 计算机视觉, 空间数据分析, Algorithm, Matlab, 医学影像, 数字信号处理, 图像质量, 图像分析, 空间分析
初级 · 课程 · 1-4 周