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
您将获得的技能: 自动化, 网络抓取, 数据结构, Python 编程, 计算机编程, 数据分析, 恢复性应用程序接口, JSON, 应用编程接口 (API), 数据操作, 编程原则, 文件输入/输出, Pandas（Python 软件包）, Jupyter, NumPy, 面向对象编程（OOP）
University of Michigan
您将获得的技能: Debugging, Data Wrangling, Data Analysis, Data Transformation, Data Preprocessing, Numerical Analysis, Critical Thinking
您将获得的技能: Plotly, PyTorch (Machine Learning Library), NumPy, Matplotlib, Pandas (Python Package), Plot (Graphics), Data Visualization Software, Interactive Data Visualization, Machine Learning Methods, Python Programming, Applied Machine Learning, Scatter Plots, Numerical Analysis, Data Manipulation, Deep Learning, Image Analysis, Linear Algebra, Data Wrangling
您将获得的技能: Plotly, PyTorch (Machine Learning Library), NumPy, Matplotlib, Object Oriented Programming (OOP), Pandas (Python Package), Plot (Graphics), Data Structures, Unit Testing, Object Oriented Design, Python Programming, File I/O, Data Visualization Software, Algorithms, Interactive Data Visualization, Machine Learning Methods, Computational Thinking, Programming Principles, Computer Programming, Program Development
您将获得的技能: Precision Medicine, Responsible AI, Drug Development, AI Product Strategy, Clinical Trials, Tensorflow, Pharmaceuticals, Clinical Research, PyTorch (Machine Learning Library), AI Enablement, Healthcare Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Generative AI, AI Personalization, Generative AI Agents, Regulatory Affairs, Hospital Medicine, Drug Interaction, Agentic systems
Packt
您将获得的技能: NumPy, Scientific Visualization, Jupyter, Time Series Analysis and Forecasting, Graphing, Data Visualization Software, Data Structures, Python Programming, Numerical Analysis, Data Manipulation, Software Installation
是什么让您今天来到 Coursera？
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
您将获得的技能: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Data Manipulation, Analysis
您将获得的技能: 分析, 数据可视化, 探索性数据分析, Python 编程, 模型优化, 数据分析, 数据科学, 数据处理, 数据转换, 数据整理, 预测分析, 数据预处理, 数据操作, 模型评估, Pandas（Python 软件包）, Model Evaluation, 数据导入/导出, 统计建模, 数据清理, 模型培训, 预测建模
您将获得的技能: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Data Import/Export, NumPy, Time Series Analysis and Forecasting, Business Reporting, Data Wrangling, Jupyter, Data Visualization, Microsoft Excel, Plot (Graphics), Data Transformation, Data Analysis, Data Cleansing, Data Preprocessing, Analytics, Performance Reporting, Data Processing, Python Programming
Imperial College London
您将获得的技能: 无监督学习, Python 编程, 线性代数, 微积分, 数据科学, 模型优化, 数据转换, 回归分析, 数据预处理, 统计资料, 人工神经网络, 数据操作, 应用机器学习, Jupyter, 功能工程, 数学软件, 数值分析, NumPy, 应用数学, 降维
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, Embeddings, Data-Driven Decision-Making, Applied Machine Learning, Image Analysis, LLM Application, Model Optimization, Data Flow Diagrams (DFDs), Database Theory, Docker (Software), Prompt Engineering, Database Design, NumPy, AI Integrations, Databases, Scikit Learn (Machine Learning Library), Semantic Web, Simulations, Python Programming
总之，以下是 10 最受欢迎的 numpy 课程
- 用于数据科学、人工智能和开发的 Python: IBM
- NumPy and Pandas Basics for Future Data Scientists: University of Michigan
- Data Science with Python: Packt
- The Complete Python and Data Science Bootcamp: Packt
- AI in Healthcare & Drug Discovery: AI CERTs
- Intro to NumPy: Packt
- Python: Mastering NumPy Essentials: JetBrains
- Python for Data Analysis: Pandas & NumPy: Coursera
- 使用 Python 进行数据分析: IBM
- Data Analysis with NumPy and Pandas: EDUCBA
