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。

University of Colorado Boulder
您将获得的技能: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Jupyter, Data Analysis, Computer Programming
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 描述性统计, 数据可视化软件, 探索性数据分析, 统计分析, Matplotlib, 抽样(统计), 概率与统计, Python 程序设计, NumPy, 统计, 统计推理, 统计方法, 箱形图, 柱状图, 数据可视化, 统计可视化, 数据分析, Jupyter
初级 · 课程 · 1-4 周

多位教师
您将获得的技能: Dashboard, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Pandas (Python Package), Data Presentation, Correlation Analysis, Web Scraping, NumPy, Data Import/Export, Probability & Statistics, Programming Principles, Predictive Modeling, Computer Programming Tools, Data Science, Unsupervised Learning, Machine Learning, Project Management
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Processing, Management Reporting, Data Wrangling, Business Analytics, Data Cleansing, Data Analysis, Data Transformation, Statistical Analysis, Data Management, Descriptive Statistics, Linear Algebra
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Regression Analysis, NumPy, Applied Machine Learning, Supervised Learning, Machine Learning, Predictive Modeling, Deep Learning, Data Science, Python Programming
中级 · 指导项目 · 不超过 2 小时

Duke University
您将获得的技能: Data Visualization Software, Data Visualization, Data Storytelling, Interactive Data Visualization, Plotly, Matplotlib, Dashboard, Seaborn, Tableau Software, Scatter Plots, Histogram, Google Sheets, Microsoft Excel, Data Analysis, Pandas (Python Package), Python Programming, Cloud Applications, Data Manipulation, Business Communication
中级 · 课程 · 1-4 周

Simplilearn
您将获得的技能: Matplotlib, NumPy, Data Visualization, Python Programming, Pandas (Python Package), Data Analysis, Data Visualization Software, Scripting, Analytics, Data Manipulation, Real Time Data, Data Processing, Programming Principles, Data Transformation, Data Cleansing, Data Validation
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Matplotlib, 数据可视化软件, 数据导入/导出, Python 程序设计, NumPy, 绘图(图形), 数据操作, 数据科学, 柱状图, 数据可视化, Seaborn, 软件包和软件管理, Pandas(Python 软件包)
中级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Linear Algebra, NumPy, Scientific Visualization, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Scikit Learn (Machine Learning Library), Jupyter, Data Manipulation, Regression Analysis, Data Structures, Software Installation
初级 · 课程 · 1-3 个月

The Hong Kong University of Science and Technology
您将获得的技能: 财务分析, 统计分析, 回归分析, 概率与统计, 风险分析, 金融交易, 概率分布, Python 程序设计, 财务数据, 数据操作, 统计推理, 统计方法, Pandas(Python 软件包), 数据可视化, Jupyter
中级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Supervised Learning, Tensorflow, Image Analysis, Artificial Neural Networks, Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Deep Learning, Unstructured Data, NumPy, Matplotlib, Natural Language Processing, Text Mining, Pandas (Python Package), Regression Analysis, Performance Tuning
攻读学位
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: LLM Application, Large Language Modeling, Prompt Engineering, Generative AI, Applied Machine Learning, Python Programming, Open Source Technology, JSON, Debugging
中级 · 课程 · 1-4 周