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。

Universidad de los Andes
您将获得的技能: Health Education, Education and Training, Family Support, Advocacy, Media and Communications, Working With Children, Community Development, Human Development, Cultural Diversity, Child Development, Social Network Analysis
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 数据可视化软件, Python 程序设计, 预测建模, 回归分析, 统计建模, 统计推理, 统计分析, 统计机器学习, 贝叶斯统计, 统计编程, 统计方法, Jupyter, 逻辑回归, 模型评估, 统计软件
中级 · 课程 · 1-4 周

Yale University
您将获得的技能: 环境工程与修复, 环境科学, 环境, 土地管理, 自然资源管理, 减缓气候变化, 环境与资源管理, 社会经济学, 金融, 可持续发展
初级 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: International Finance, Sustainable Development, Game Theory, Business, Market Analysis, Production Process, Strategic Decision-Making
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初级 · 课程 · 3-6 个月
Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: 密码学, 计算思维, 数学建模, 新兴技术, 通信系统, 信息学, 物理学
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Logistic Regression, Artificial Intelligence and Machine Learning (AI/ML), Statistical Modeling, Machine Learning Methods, Classification Algorithms, Unstructured Data, Deep Learning, Probability Distribution, Linear Algebra, Algorithms
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中级 · 课程 · 1-4 周

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Differential Equations, Applied Mathematics, Advanced Mathematics, Calculus, Linear Algebra, Engineering Analysis, Mathematical Theory & Analysis
初级 · 课程 · 1-3 个月
University of Toronto
您将获得的技能: 数据可视化软件, 数据库, 网络分析, 探索性数据分析, 数据分析, 数据挖掘, 生物信息学
中级 · 课程 · 1-3 个月

Universidade de São Paulo
您将获得的技能: Economics, Financial Policy, Financial Market, International Finance, Economics, Policy, and Social Studies, Capital Markets, Tax, Fiscal Management, Investments, Market Dynamics, Supply And Demand, Consumer Behaviour, Decision Making, Expectation Management
中级 · 课程 · 1-3 个月

您将获得的技能: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
中级 · 专项课程 · 3-6 个月

Universidad Nacional Autónoma de México
您将获得的技能: Ethical Standards And Conduct, Business Ethics, Social Network Analysis, Public Administration, Accountability, Policy Analysis, Law, Regulation, and Compliance, Analysis, Social Sciences, Systems Thinking, Case Studies, Regulation and Legal Compliance, Governance, Social Justice, Disciplinary Procedures, Legal Proceedings, Compliance Training, Political Sciences, Performance Measurement
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Angular, 电气工程, 微积分, 物理科学, 数值分析, 应用数学, 模拟, 数学建模, 物理学, 微分方程, 高等数学, 工程分析, 线性代数
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中级 · 专项课程 · 1-3 个月