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: Customer Analysis, Unsupervised Learning, Customer Insights, Marketing Analytics, Applied Machine Learning, Data Analysis, Web Analytics, Retail Store Operations, Machine Learning, Machine Learning Algorithms, Histogram, Decision Tree Learning, Model Evaluation, Pandas (Python Package)
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Responsible AI, Exploratory Data Analysis, Predictive Modeling, Data Visualization, Machine Learning, Policy Analysis, Statistical Methods, Data Science, Data Ethics, Development Environment, Software Engineering
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Splunk, Data Modeling, Role-Based Access Control (RBAC), System Monitoring, Incident Response, Computer Security Incident Management, User Accounts, Security Information and Event Management (SIEM), Authorization (Computing), Machine Learning, Event Monitoring, Systems Administration, Performance Tuning, Data Visualization, Threat Detection, Anomaly Detection, Continuous Monitoring, Correlation Analysis, Data Analysis, Authentications
高级设置 · 课程 · 1-4 周

您将获得的技能: Rmarkdown, Knitr, Exploratory Data Analysis, Dimensionality Reduction, Ggplot2, Plotly, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Statistical Analysis, Generative AI, R Programming, Correlation Analysis, Data Analysis, Tidyverse (R Package), Scatter Plots, Descriptive Statistics, Data Cleansing, Data Preprocessing
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Physical Science, Geographic Information Systems, Physics, Environmental Science, Spatial Analysis, Environment, General Science and Research, Remote Access Systems, Life Sciences, Laboratory Research, Biology, Research, Timelines, Systems Of Measurement
初级 · 课程 · 1-3 个月

Universidad de los Andes
您将获得的技能: Spatial Analysis, NoSQL, Spatial Data Analysis, Geospatial Mapping, Geographic Information Systems, Public Cloud, Big Data, MongoDB, Data Infrastructure, Apache Hadoop, Apache Spark, Distributed Computing, Data Architecture, Cloud Platforms, Cloud Services, Data Processing, Database Systems, Scalability, Environmental Monitoring, Climate Change Programs
初级 · 专项课程 · 3-6 个月

Sungkyunkwan University
您将获得的技能: 统计编程, 数据操作, 财务分析, 投资组合风险, 风险分析, 性能分析, 财务数据, 时间序列分析和预测, 投资组合管理, R 语言程序设计(中文版), 数据可视化, 金融建模, 回归分析, 投资管理
初级 · 课程 · 1-4 周

您将获得的技能: Process Capability, Project Schedules, Statistical Analysis, Data Analysis, Project Management, Six Sigma Methodology, Work Breakdown Structure, Data Collection, Probability & Statistics, Performance Measurement, Process Improvement, Quality Management, Customer experience improvement, Quality Control
初级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 探索性数据分析, 异常检测, 数据伦理, 无监督学习, 机器学习算法, 分类算法, 数据预处理, 机器学习, 决策树学习, 统计机器学习, 功能工程, 数据挖掘, 应用机器学习, Scikit-learn (机器学习库), 监督学习, 回归分析, 模型评估
初级 · 课程 · 1-3 个月

您将获得的技能: Clinical Trials, Clinical Research, Drug Development, Patient Evaluation, Pharmaceutical Terminology, Clinical Assessment, Quantitative Research, Data Literacy, Patient-centered Care, Statistical Methods, Data Science, Statistical Analysis
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Financial Statement Analysis, Financial Statements, Financial Analysis, Inventory Accounting, Generally Accepted Accounting Principles (GAAP), Financial Accounting, Income Statement, Cash Flows, Balance Sheet, Profit and Loss (P&L) Management, Financial Forecasting, Working Capital, Fraud detection, Trend Analysis
攻读学位
初级 · 课程 · 1-3 个月

您将获得的技能: Natural Language Processing, Text Mining, Data Manipulation, Unstructured Data, Markov Model, Data Preprocessing, Python Programming, Applied Machine Learning, Feature Engineering, Algorithms, Probability & Statistics
中级 · 课程 · 1-3 个月