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。

您将获得的技能: Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Machine Learning, Bayesian Statistics, Data Analysis
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: SAS (Software), Statistical Hypothesis Testing, Statistical Software, Statistical Analysis, Predictive Modeling, Statistical Programming, Statistical Modeling, Statistical Methods, Regression Analysis, Probability & Statistics, Data Analysis
中级 · 课程 · 1-3 个月

University of London
您将获得的技能: 描述性统计, 估算, 概率分布, 概率与统计, 抽样(统计), 统计, 数据驱动的决策制定, 概率, 数据分析, 柱状图, 数据可视化, 数据展示, 制图, 统计推理, 统计假设检验
混合 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Data Visualization, Probability & Statistics, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Probability Distribution, Exploratory Data Analysis, Python Programming
初级 · 课程 · 1-4 周

您将获得的技能: Descriptive Statistics, Data Analysis, Exploratory Data Analysis, Quantitative Research, R Programming, Statistical Analysis, Probability & Statistics, Statistics, Data Science
初级 · 指导项目 · 不超过 2 小时
Rice University
您将获得的技能: 回归分析, 统计分析, 估算, 微软Excel, 商业分析, 数据转换, 统计推理, 统计建模, 数据分析, 统计假设检验
混合 · 课程 · 1-4 周
Rice University
您将获得的技能: 探索性数据分析, 技术交流, 统计分析, 回归分析, 微软Excel, 统计, 数据操作, 分析技能, 数据展示, 商业分析, 预测分析, 数据分析, 统计报告
混合 · 课程 · 1-4 周

University of London
您将获得的技能: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Data Science, Statistics, Data Analysis, Statistical Analysis, Jupyter, Data Manipulation, Machine Learning Algorithms, Descriptive Statistics, Matplotlib, Data Visualization Software, Python Programming
初级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Business Analytics, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Analytics, Data Analysis, Correlation Analysis, Case Studies, Probability & Statistics, Variance Analysis, Forecasting, Data Manipulation, Quality Control
初级 · 课程 · 1-4 周

Indian Statistical Institute
您将获得的技能: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Statistical Modeling, SQL, Data Compilation, Economics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Surveys, Graphing, International Finance
研究生文凭 · 6-12 个月
University of Illinois Urbana-Champaign
您将获得的技能: 统计分析, 回归分析, 概率与统计, 商业分析, 微软Excel, 数据驱动的决策制定, 分析, 统计方法, 统计推理, 预测分析, 统计假设检验
中级 · 课程 · 1-4 周

您将获得的技能: Sampling (Statistics), Statistical Methods, Descriptive Statistics, Statistical Visualization, Data Import/Export, Pareto Chart, Histogram, Statistical Analysis, R (Software), Box Plots, R Programming, Data Synthesis, Probability Distribution, Probability & Statistics, Exploratory Data Analysis, Statistics, Statistical Hypothesis Testing, Data Science
初级 · 指导项目 · 不超过 2 小时