NumPy 课程
NumPy 课程经常教授数组操作、数学函数和数据分析技术。您可以掌握执行复杂计算、处理大型数据集和优化数值运算性能的技能。很多课程都会介绍 Jupyter Notebook 和 Python 库等工具，展示这些技能在数据科学、机器学习和人工智能项目中的应用。
热门 NumPy 课程和认证
Rice University
您将获得的技能: 数据可视化软件, 数据结构, 数据清理, 绘图（图形）, 数据整合, 软件安装, 软件包和软件管理, 数据处理, 代码重用性, Python 编程, 数据导入/导出, 计划发展, 软件文档, 数据映射
Imperial College London
您将获得的技能: 高等数学, 线性代数, 描述性统计, 微积分, NumPy, 几何学, 无监督学习, 降维, 数据转换, Jupyter, Python 编程, 统计方法, 应用数学, 统计资料
University of Pennsylvania
您将获得的技能: 软件开发工具, 数据结构, 文件输入/输出, 计算机编程, 计算思维, 集成开发环境, 功能设计, 编程原则, Jupyter, 软件文档, 数据导入/导出, Python 编程, 代码重用性, 开发环境, 数据存储, 计算机编程工具
IBM
您将获得的技能: 软件架构, Bash（脚本语言）, 软件设计, 恢复性应用程序接口, Git（版本控制系统）, 数据分析, 网络开发, 文件管理, GitHub, Unix Shell, 版本控制, NumPy, Flask （Web 框架）, 应用程序部署, 全栈式网络开发, Python 编程, 利纳克斯, 外壳脚本, 软件开发生命周期, Linux 命令
Google
您将获得的技能: Package and Software Management, Data Science, Exploratory Data Analysis, Computer Programming, Mathematical Software
University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming Tools, Computer Programming, Python Programming, Software Installation, Data Structures, Data Science
您将获得的技能: Data Preprocessing, Deep Learning, Data Processing, Artificial Neural Networks, Logistic Regression, Applied Machine Learning, Program Development, Python Programming, Network Architecture, Model Training, Model Optimization, Machine Learning Algorithms, NumPy, Pandas (Python Package), Linear Algebra
您将获得的技能: Data Storytelling, Data Visualization, Data Presentation, Matplotlib, Plotly, Seaborn, Plot (Graphics), Exploratory Data Analysis, Dashboard Creation
您将获得的技能: Data Integration, Data Import/Export, NumPy, Data Wrangling, Data Manipulation, Data Preprocessing, Pandas (Python Package), Data Pipelines, Data Transformation, Data Processing, Data Access, Data Structures, Numerical Analysis
Arizona State University
您将获得的技能: Matplotlib, File I/O, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, Data Wrangling, Data Processing, Data Manipulation, Data Import/Export, Computer Programming
Università di Napoli Federico II
您将获得的技能: Object Oriented Programming (OOP), Python Programming, Computer Programming, Scripting Languages, Scripting, Programming Principles, Data Manipulation, Data Management, Database Management, Package and Software Management, File Management, File I/O, Databases
您将获得的技能: Data Visualization, Matplotlib, Data Processing, Plot (Graphics), Data Storytelling, Pivot Tables And Charts, Data Visualization Software, Data Analysis, Data Structures, Heat Maps, Data Manipulation, Pandas (Python Package), NumPy, Data Transformation, Exploratory Data Analysis, Data Cleansing, Data Mapping, Data Wrangling, Python Programming
总之，以下是 10 最受欢迎的 numpy 课程
- Python 数据可视化: Rice University
- 机器学习数学PCA: Imperial College London
- Python 编程概论: University of Pennsylvania
- 应用软件工程基础: IBM
- Hello, Python!: Google
- Programming for Data Science: University of Leeds
- Deep Neural Network for Beginners Using Python: Packt
- Python for Data Visualization and Analysis: Edureka
- From Raw to Ready: Data Preparation in Python: Coursera
- Data Analysis and Visualization with Python: Arizona State University
