Probability 理论课程
概率论课程可以帮助您学习统计推理、随机变量和概率分布。您可以掌握假设检验、Regression 分析和不确定情况下的决策技能。许多课程都会介绍 R、Python 和 Excel 等工具，这些工具支持分析数据和对现实世界的现象进行建模。您将探索贝叶斯定理、期望值和大数定律等关键主题，所有这些对于金融、工程和人工智能等领域的应用都至关重要。
热门概率论课程和认证
状态：预览Northwestern University
您将获得的技能: 应用数学, 可视化（计算机制图）, 数学建模, 计算机视觉, 色彩理论, 数字信号处理, Matlab, 图像分析
状态：免费试用University of Washington
您将获得的技能: 统计方法, 无监督学习, 高级分析, 统计分析, 概率与统计, 机器学习, 分类算法, 机器学习算法, 大数据, 统计机器学习, 统计推理, 数据分析, 预测分析, R 语言程序设计（中文版）, 监督学习, 图论
状态：新状态：免费试用您将获得的技能: Exploratory Data Analysis, Logistic Regression, Supervised Learning, Applied Machine Learning, Model Evaluation, Data Modeling
University of Illinois Urbana-Champaign
您将获得的技能: 可持续性标准, 环境, 水资源管理, 环境科学, 环境资源管理, 可持续工程, 可持续发展, 适应气候变化, 能源与公用事业, 人口统计, 经济学, 社会科学, 水资源, 环境政策
状态：新您将获得的技能: Diversity and Inclusion, Organizational Leadership, Data Storytelling, Leadership, Leadership Development, Leadership and Management, Strategic Leadership, Team Management, Performance Review, People Management, Team Building, Workplace inclusivity, User Experience Design, Systems Thinking, Design Reviews, Influencing, Recruitment, Design, Talent Recruitment, UI/UX Strategy
状态：免费试用University of Alberta
您将获得的技能: Algorithm, 抽样（统计）, 机器学习, 模拟, 机器学习算法, 人工智能和机器学习（AI/ML）, 概率分布, 强化学习
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据库管理员, 数据库理论, 数据库应用, 数据库管理, 数据库系统, 数据科学, 数据建模, 数据库设计, 数据完整性, SQL, 数据分析, Query 语言, 数据访问, 关系数据库, 数据操作
状态：新您将获得的技能: Risk Management, Leadership Development, Crisis Management, Stakeholder Management, Interviewing Skills, Personal Development, Leadership, Strategic Partnership, Professional Networking, Leadership and Management, Branding, Business Leadership, Cybersecurity, Strategic Leadership, Business Planning, IT Management, Strategic Thinking, Communication Planning
状态：预览University of Pennsylvania
您将获得的技能: 营销心理学, 说服沟通, 品牌战略, 社交网络分析, 社交媒体营销, 营销, 广告, 影响, 社交媒体, 叙事, 营销传播, 消费者行为, 内容营销
状态：免费试用University of California, Santa Cruz
您将获得的技能: C++ (Programming Language), Go (Programming Language), File I/O, Data Structures, Object Oriented Programming (OOP), Software Design Patterns, Debugging, Computer Programming, Unit Testing, Programming Principles, Algorithms, C (Programming Language), Program Development, Integrated Development Environments, Graph Theory, Software Testing, Artificial Intelligence, Integration Testing, Software Design, System Design and Implementation
状态：免费Princeton University
您将获得的技能: Algorithm, 运筹学, Networking 路由器, 线性代数, 理论计算机科学, 计算思维, 计算机编程, 数据结构, Java 编程, 图论
状态：免费试用DeepLearning.AI
您将获得的技能: Algorithm, 数据预处理, 统计建模, 概率与统计, Machine Learning 方法, 马尔可夫模型, 人工神经网络, 自然语言处理, 嵌入, 文本挖掘
总之，以下是 10 最受欢迎的 probability theory 课程
- 数字图像和视频处理基础: Northwestern University
- 实用预测分析：模型与方法: University of Washington
- Statistics You Need to Know for Machine Learning: SAS
- 可持续性简介: University of Illinois Urbana-Champaign
- Design Leadership Mastery: Elevate Teams and Drive Impact: Packt
- 基于样本的学习方法: University of Alberta
- 结构化查询语言（SQL）: University of Colorado Boulder
- Aspiring CIO & CISO: Leadership Development Guide: Packt
- 病毒式营销以及如何制作有感染力的内容: University of Pennsylvania
- Go and C++: Programming in Two Successor Languages of C: University of California, Santa Cruz
