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: Rmarkdown, Ggplot2, R Programming, Data Analysis, Tidyverse (R Package), Data Visualization, Statistical Programming, Data Visualization Software, Data Cleansing, Data Manipulation, Data Import/Export, Package and Software Management
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计分析, 调试, 数据导入/导出, 计划发展, 统计编程, 编程原则, 计算机编程工具, R 语言程序设计(中文版), 性能调整, 数据结构, 模拟, 数据分析
中级 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Supervised Learning, Bayesian Network, Artificial Neural Networks, Predictive Analytics, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Statistical Methods, Artificial Intelligence, Regression Analysis, Statistical Inference
中级 · 专项课程 · 3-6 个月

Stanford University
您将获得的技能: 图论, 贝叶斯统计, 经济学, 博弈论, 行为经济学, Algorithm, 概率, 解决问题, 战略决策, 数学建模
初级 · 课程 · 1-3 个月
Duke University
您将获得的技能: 描述性统计, 贝叶斯统计, 微积分, 算术, 数据科学, 概率, 代数, 制图, 数据分析
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 概率与统计, 描述性统计, 贝叶斯统计, 统计分析, 应用数学, 概率分布, 微积分, 机器学习, 数值分析, 抽样(统计), A/B 测试, NumPy, 降维, 数据转换, 线性代数, 概率, 数学建模, Machine Learning 方法, 统计推理, 统计假设检验
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 贝叶斯统计, 应用数学, 统计分析, 抽样(统计), 概率与统计, 概率分布, 定量研究, 统计, 数据科学, 统计推理, 统计方法, 概率, 人工智能, 数据伦理, 数据扫盲, 理论计算机科学, 数据分析, 样本量的确定, 统计假设检验
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Marketing Analytics, Bayesian Statistics, Descriptive Statistics, Marketing Effectiveness, Statistical Hypothesis Testing, A/B Testing, Target Audience, Marketing Strategies, Marketing Planning, Statistical Inference, Sampling (Statistics), Data Collection, Data Modeling, Statistics, Advertising Campaigns, Campaign Management, Data Presentation, Marketing, Analytics, Web Analytics
中级 · 专项课程 · 3-6 个月

您将获得的技能: Artificial Intelligence, Applied Machine Learning, Computational Logic, Machine Learning, Unsupervised Learning, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Markov Model, Algorithms, Probability & Statistics
混合 · 课程 · 1-3 个月

Meta
您将获得的技能: 描述性统计, 贝叶斯统计, 数据可视化软件, 营销策略, 业务指标, A/B 测试, 关键绩效指标 (KPI), 数据建模, 营销, 数据收集, 数据叙事, 目标受众, 数据可视化, 面试技巧, 营销效果, 营销分析, 数据分析, 数据清理, 统计假设检验, Pandas(Python 软件包)
攻读学位
初级 · 专业证书 · 3-6 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Engineering Calculations, Data Analysis, Trigonometry, Engineering Analysis, Probability & Statistics, Computational Logic, Statistical Analysis, Linear Algebra, Logical Reasoning, Deductive Reasoning, Calculus, Analytics, Bayesian Statistics, Statistical Modeling, Artificial Intelligence and Machine Learning (AI/ML), Differential Equations, Statistical Inference, Theoretical Computer Science, Programming Principles, Descriptive Analytics
初级 · 专项课程 · 3-6 个月

Meta
您将获得的技能: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Information Privacy, Data Cleansing, Pandas (Python Package), Data Quality, Data Analysis, Data Visualization Software, Spreadsheet Software, Exploratory Data Analysis, SQL, Python Programming
初级 · 专业证书 · 3-6 个月