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。

Kennesaw State University
您将获得的技能: 数据分析, 工艺优化, Variance 分析, 质量改进, 流程改进, 统计分析, 精益六西格玛, 六西格玛方法, 统计, 统计假设检验
中级 · 课程 · 1-4 周

您将获得的技能: Stakeholder Engagement, Business Metrics, Web Analytics, Business Analytics, Analytics, Key Performance Indicators (KPIs), Data Storytelling, Performance Analysis, Presentations, Stakeholder Communications, Marketing Analytics, Strategic Communication, Marketing Effectiveness
初级 · 课程 · 1-4 周

您将获得的技能: Google Analytics, Web Analytics, Marketing Analytics, Target Audience, Campaign Management, Data-Driven Decision-Making, Marketing Effectiveness, Performance marketing, Data Validation, Real Time Data, Customer Insights, Trend Analysis, Data Quality, Anomaly Detection, Benchmarking
初级 · 课程 · 1-4 周

University of Maryland, College Park
您将获得的技能: 数据分析, 统计方法, 大数据, 数据管理, Data Management, 数据质量, 抽样(统计), 研究设计, Data Validation, 创建调查, 数据收集
中级 · 课程 · 1-4 周

Simplilearn
您将获得的技能: Data-Driven Decision-Making, Web Analytics, Performance Analysis, Operational Efficiency, Performance Measurement, Business Analytics, Business Intelligence, Analytics, Data Analysis
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, R Programming, Statistical Analysis, Statistical Methods, Regression Analysis, Statistics, Applied Mathematics, Logistic Regression
攻读学位
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Generative AI, Sustainable Design
获得学位
学位 · 1-4 年

DeepLearning.AI
您将获得的技能: 模型评估, 数据分析, 逻辑回归, 数据预处理, 机器学习, 概率与统计, 深度学习, 随机森林算法, 预测建模, 统计分析, 决策树学习, 风险模型, 应用机器学习, 预测, 功能工程
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Model Evaluation, Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Artificial Neural Networks, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Random Forest Algorithm, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Statistics
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中级 · 课程 · 1-4 周

New York Institute of Finance
您将获得的技能: 概率分布, 风险管理, 投资组合管理, 投资组合风险, 监管要求, 投资管理, Operator 风险, 资本市场, 金融监管, 金融市场, 企业风险管理(ERM), 风险分析, 商业风险管理, 信用风险, 风险模型
初级 · 课程 · 1-3 个月

您将获得的技能: Content Management Systems, Web Analytics, Search Engine Optimization, Web Design, Retail Management, Order Management, E-Commerce, Marketing Strategies, Blogs, Customer Relationship Management (CRM) Software, Content Creation, Dashboard, Email Marketing
初级 · 课程 · 1-3 个月

University of Alberta
您将获得的技能: 机器学习, 概率分布, 强化学习, 人工智能和机器学习(AI/ML), 模拟, 抽样(统计), 机器学习算法, Algorithm
中级 · 课程 · 1-3 个月