科学计算课程可以帮助您学习数值方法、数据分析、算法开发和模拟技术。您可以掌握 Python 和 R 等编程语言以及数学建模和统计分析的技能。许多课程都会介绍 MATLAB、NumPy 和 SciPy 等工具,这些工具支持有效地实施算法和处理大型数据集。

Princeton University
您将获得的技能: 计算机编程, Algorithm, Java 编程, 算法, 理论计算机科学, 计算机硬件, 计算机科学, 计算机系统, 数据结构, 可扩展性, 计算机结构, 计算逻辑
★ 4.7 (760) · 中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 负责任的人工智能, 生成式人工智能, 安全意识, 数字扫盲, 多样性意识, 数据伦理, 网络安全, 道德标准与行为, 社会影响, 医疗保健伦理, 机器人, 人工智能扫盲, 自动化, 多样性、平等和包容倡议, 多元化培训, 多元化计划, 人工智能, 媒体与传播, 信息隐私, 人工智能个性化
★ 4.5 (55) · 初级 · 专项课程 · 3-6 个月

University of Cape Town
您将获得的技能: 计算机编程, 数据可视化, 绘图(图形), 数学软件, 脚本, Jupyter, 箱形图, 统计假设检验, 统计分析, 数据导入/导出, 编程原则, 描述性统计, 数学建模, 数据操作, 软件包和软件管理, 流行病学, 科学可视化, 计算逻辑, 数值分析
★ 4.4 (439) · 初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Responsible AI, Social Media Analytics, Graph Theory, Machine Learning Methods, R (Software), Machine Learning, Machine Learning Software, Model Training, Machine Learning Algorithms, Model Optimization, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, Tensorflow, Data Ethics, Large Language Modeling, Applied Machine Learning
★ 4.4 (15) · 中级 · 专项课程 · 3-6 个月
University of London
您将获得的技能: 加密技术, 演绎推理, 计算机科学, 几何学, 普通数学, 数学建模, 应用数学, 算术, 代数, 数值分析, 逻辑推理
★ 4.2 (279) · 初级 · 课程 · 1-4 周

University of London
您将获得的技能: Computational Logic, Logical Reasoning, Deductive Reasoning, Theoretical Computer Science, Programming Principles, Computer Science, Critical Thinking, Computational Thinking, Business Logic, Algorithms, Mathematical Theory & Analysis, Algebra, Mathematical Modeling, Problem Solving, Strategic Communication
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 数字化转型, 微软 Azure, 云计算, 网络基础设施, Network Protocol(网络协议, 虚拟机, 云服务, Network Security, 人工智能和机器学习(AI/ML), 网络安全, 网络架构, 计算机网络, 网络监控, 虚拟化, 网络硬件, Microsoft Azure, 网络协议, 通用网络, TCP/IP, Virtual Machine, 防火墙, 云基础设施
★ 4.8 (561) · 初级 · 课程 · 1-3 个月

JetBrains
您将获得的技能: NumPy, Python Programming, Linear Algebra, Numerical Analysis, Data Manipulation, Data Processing, Integrated Development Environments, Data Science, Data Management, Software Development Tools, Software Development, Machine Learning, Engineering, Scientific, and Technical Instruments
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Statistical Methods, Combinatorics, Bayesian Network, Applied Machine Learning, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Probability & Statistics, Bayesian Statistics, Social Network Analysis, Simulations, Statistical Software
中级 · 专项课程 · 3-6 个月

University of Geneva
您将获得的技能: Data-oriented programming, Memory Management, Object Oriented Design, System Programming, Data Access, Software Engineering
中级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: Debugging, Computer Programming Tools, Algorithms, Classroom Management, Programming Principles, Computational Thinking, Diversity Awareness, Digital pedagogy, Program Development, Technical Communication, Event-Driven Programming, Computer Programming, Computational Logic, Education Software and Technology, Collaborative Software, Animation and Game Design, Cultural Responsiveness, Code Review, Diversity Equity and Inclusion Initiatives, Brainstorming
★ 4.7 (33) · 初级 · 专项课程 · 3-6 个月

您将获得的技能: Performance Tuning, Python Programming, OS Process Management, Scalability, Web Scraping, Database Management
★ 3.9 (12) · 中级 · 课程 · 1-4 周