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：免费试用Stanford University
您将获得的技能: 图论, 数据结构, Algorithm, 计算思维, 理论计算机科学, 生物信息学
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
状态：免费试用Johns Hopkins University
您将获得的技能: 概率与统计, 数据科学, 线性代数, 统计分析, 数学建模, 统计推理, 应用数学, 回归分析, 统计建模, R 语言程序设计（中文版）, 概率分布
状态：预览Duke University
您将获得的技能: 心理学, 社交技能, 文化多样性, 一般科学与研究, 培训培训师, 生物学, 研究, 同情心, 人类学, 认知灵活性, 学习理论, 科学方法, 同理心, 实验, 非语言交流, 合作
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 概率与统计, 分类算法, 自然语言处理, 无监督学习, 非结构化数据, 统计分析, 统计方法, 数据分析, 预测分析, 数据挖掘, 文本挖掘, 逻辑回归, 分析
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 概率与统计, 模型评估, 自然语言处理, 非结构化数据, 大数据, 机器学习, 网络分析和 SEO, 网页抓取, 文本挖掘, 数据挖掘, 信息架构
状态：新状态：免费试用您将获得的技能: Market Research, Market Analysis, Business Research, Research Reports, Market Intelligence, Competitive Analysis, Quantitative Research, Analytical Skills, Case Studies, Report Writing, Analysis, Strategic Decision-Making, Business Strategy, Business Acumen
状态：免费试用University of Colorado Boulder
您将获得的技能: 卷积神经网络, 心理学, 演绎推理, 人工神经网络, 人类学习, Algorithm, 数学建模, 分析技能, 人工智能, 计算机图形学, 行为经济学, 计算思维, 理论计算机科学, 解决问题, 计算机视觉, 概率, 人类发展, 图像分析, 人工智能和机器学习（AI/ML）, 博弈论
状态：预览Universidade de São Paulo
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Statistical Methods, Data-Driven Decision-Making, Quantitative Research, Statistical Analysis, Decision Making, Probability Distribution
状态：新状态：免费试用您将获得的技能: Interactive Design, Canva (Software), Layout Design, Digital Design, Information Architecture, Browser Compatibility, Graphic and Visual Design, Typography, Design Strategies, Color Theory, Design Elements And Principles, Quality Assurance
状态：新状态：免费试用Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Literacy, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, JSON, Data Integration, Statistical Analysis, Pandas (Python Package), Image Analysis, Advanced Analytics, Analytical Skills, Analysis, Data-Driven Decision-Making, Case Studies, Data Manipulation, AI Enablement, Descriptive Statistics, Statistical Inference, Unsupervised Learning
状态：新状态：免费试用您将获得的技能: Employee Performance Management, Performance Management, Human Resource Strategy, Human Capital, Human Resources, Workforce Development, Talent Management, Organizational Strategy, Employee Retention, Case Studies, Competitive Analysis, Organizational Effectiveness, Business Strategies, Analysis
总之，以下是 10 最受欢迎的 probability theory 课程
- 贪婪算法、最小生成树和动态编程: Stanford University
- Statistics You Need to Know for Machine Learning: SAS
- 数据科学高级线性模型 2：统计线性模型: Johns Hopkins University
- 狗的情感与认知: Duke University
- 文本挖掘与分析: University of Illinois Urbana-Champaign
- 文本检索和搜索引擎: University of Illinois Urbana-Champaign
- Market Research: Analyze, Apply & Evaluate: EDUCBA
- 心灵与机器: University of Colorado Boulder
- Estatística não-paramétrica para a tomada de decisão: Universidade de São Paulo
- Interactive Document Design in Canva: Coursera
