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University of London
您将获得的技能: Python 程序设计, 概率与统计, Pandas（Python 软件包）, 数据科学, 无监督学习, NumPy, 统计, 数据操作, Matplotlib, 机器学习, 机器学习算法, 数据分析
状态：预览Peking University
您将获得的技能: Social Network Analysis, Game Theory, Graph Theory, Network Analysis, Market Dynamics, Social Sciences, Web Analytics and SEO, Computational Thinking, Information Technology, Political Sciences, Economics, Behavioral Economics, Algorithms, Probability & Statistics
您将获得的技能: Canva (Software), Design, Digital Design, Design Elements And Principles, Product Design, Color Theory, Graphic Design, Intellectual Property, Product Promotion, E-Commerce, Digital Assets, Marketing, Marketing Collateral
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：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Arizona State University
您将获得的技能: 词汇
状态：免费试用University of California, Santa Cruz
您将获得的技能: 软件设计模式, Algorithm, 调试, 数据结构, C++（编程语言）, 面向对象编程（OOP）, 游戏设计, 图论, 人工智能, C（编程语言）
状态：免费试用University of Washington
您将获得的技能: 概率与统计, 可扩展性, 逻辑回归, Algorithm, 决策树学习, 自然语言处理, 模型评估, 机器学习, 分类算法, 文本挖掘, 预测建模, 数据预处理, 监督学习, 应用机器学习, 大数据, 机器学习算法
状态：免费试用您将获得的技能: 概率与统计, 逻辑回归, Machine Learning 方法, 张力流, 人工神经网络, 模型评估, 深度学习, PyTorch（机器学习库）, 回归分析, 数据预处理, 分类算法, 预测建模
状态：新Birla Institute of Technology & Science, Pilani
您将获得的技能: Theoretical Computer Science, Computer Programming, Pseudocode, Algorithms, Computer Science, Formal Learning, Software Engineering, Program Development, Data Science, Analysis, Debugging, Technical Analysis
状态：免费试用University of Pennsylvania
您将获得的技能: 客户洞察, 营销分析, 客户分析, 数据收集, 消费者行为, 预测分析, 回归分析, 描述性分析, 数据驱动的决策制定, 工艺优化, 商业分析, 市场调查, 分析
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
总之，以下是 10 最受欢迎的 probability theory 课程
- 数据科学基础：Python 中的 K 均值聚类: University of London
- 人群与网络 : Peking University
- Create and Design Digital Products using Canva: Coursera
- Design Leadership Mastery: Elevate Teams and Drive Impact: Packt
- Market Research: Analyze, Apply & Evaluate: EDUCBA
- 马上教英语第二语言习得理论: Arizona State University
- 面向 C 程序员的 C++，B 部分: University of California, Santa Cruz
- 机器学习分类: University of Washington
- 神经网络和 PyTorch 简介: IBM
- Formal Languages and Applications: Birla Institute of Technology & Science, Pilani
