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。

Sapienza University of Rome
您将获得的技能: Ancient History, Data Collection, Spatial Analysis, World History, Art History, Geographic Information Systems, European History, Timelines, Data Integration, Culture, Information Systems
初级 · 课程 · 1-3 个月

您将获得的技能: Large Language Modeling, Natural Language Processing, LLM Application, Generative AI Agents, Prompt Engineering, Test Case, Agentic systems, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Performance Testing, Debugging, Applied Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Classification Algorithms, Decision Support Systems, Model Evaluation, Performance Tuning
中级 · 课程 · 1-3 个月

Universidad Nacional Autónoma de México
您将获得的技能: Exploratory Data Analysis, Pandas (Python Package), Extract, Transform, Load, Data Analysis, NumPy, Data Visualization Software, Package and Software Management, Time Series Analysis and Forecasting, Data Science, Python Programming, Jupyter, Graphing, Data Import/Export, Data Manipulation, Software Installation, Ubuntu, Scripting, Computational Thinking, Development Environment, Mac OS
初级 · 专项课程 · 3-6 个月

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

The Hong Kong University of Science and Technology
您将获得的技能: 高等教育, 趋势分析, 数据分析, 经济学, 社会经济学, 政治科学, 大数据, 世界历史, 案例研究, 社会科学, 研究, 社会学
混合 · 课程 · 1-3 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Bioinformatics, Biotechnology, Data Management, Biostatistics, Data Mining, Applied Machine Learning, Unsupervised Learning, Scientific Visualization, Data Preprocessing, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Classification Algorithms, Supervised Learning, R Programming, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning, Random Forest Algorithm
攻读学位
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Google Analytics, Ad Hoc Reporting, Management Reporting, Performance Reporting, Web Analytics, Marketing, Web Development
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Statistical Visualization, Data Visualization Software, Data Visualization, Scatter Plots, Plot (Graphics), Box Plots, Exploratory Data Analysis, Histogram, Descriptive Statistics, Heat Maps, Graphing
中级 · 课程 · 1-3 个月
Emory University
您将获得的技能: 探索性数据分析, 市场调查, 数据分析, 目标市场, 客户分析, 营销, 消费者行为, 统计分析, 营销分析, 品牌战略, 营销策略与技巧, 数据分析软件
混合 · 课程 · 1-4 周

多位教师
您将获得的技能: 创新, 环境科学, 批判性思维, 经济学, 社会影响, 可持续系统, 文化多样性, 社会正义, 系统思考, 创造性思维, 公共政策, 叙事, 政策分析, 以人为本的设计, 社会科学, 案例研究, 远见卓识, 可持续发展, 空间分析, 社会学
中级 · 专项课程 · 3-6 个月

ESSEC Business School
您将获得的技能: 探索性数据分析, 同行评审, 数据分析, 数据驱动的决策制定, 数据整合, 数据叙事, 解决复杂问题, 数据可视化, 价值主张, 分析技能, 演讲
混合 · 课程 · 1-3 个月