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。

Howard University
您将获得的技能: Data Wrangling, Linear Algebra, Regression Analysis, Data Manipulation, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Applied Mathematics, Statistical Modeling, Mathematical Software, Supervised Learning, Algebra, Data Visualization Software, Jupyter, Data Analysis, Scikit Learn (Machine Learning Library), Machine Learning Methods, Numerical Analysis, Python Programming
初级 · 专项课程 · 3-6 个月

您将获得的技能: Database Application, Integrated Development Environments, Computer Networking, Real Time Data, Data Analysis Expressions (DAX), Application Development
混合 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Data Wrangling, NumPy, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: 统计分析, Scikit-learn (机器学习库), 线性代数, 数据科学, NumPy, 机器学习算法, Python 程序设计, 降维, 无监督学习, 机器学习, 探索性数据分析
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中级 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), Data Import/Export, Matplotlib, Pivot Tables And Charts, Jupyter, Data Visualization Software, Microsoft Excel, Data Analysis, Text Mining, Data Manipulation, Data Cleansing, NumPy, Data Analysis Software, Data Integration, Data Wrangling, Time Series Analysis and Forecasting, Data Transformation, Python Programming, Data Structures, Development Environment
中级 · 专项课程 · 3-6 个月

您将获得的技能: Exploratory Data Analysis, Data Analysis, Statistical Analysis, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Predictive Modeling, Matplotlib, Data Import/Export, Pandas (Python Package), Applied Machine Learning, Data Visualization Software, NumPy, Data Manipulation, Machine Learning
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Visualization, Web Scraping, Data-Driven Decision-Making, SQL, Data Visualization Software, Pandas (Python Package), NumPy, Data Analysis, Databases, Data Manipulation, Python Programming, Data Processing, Jupyter, Data Wrangling
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Matplotlib, 文件管理, 数据操作, NumPy, Pandas(Python 软件包), 面向对象编程(OOP), 数据导入/导出, Python 程序设计, 数据库, 数据库应用, 脚本, 脚本语言, 数据可视化
初级 · 课程 · 1-4 周

Edureka
您将获得的技能: Power BI, Data Visualization, Data Analysis Expressions (DAX), Matplotlib, Plotly, Data Analysis, Exploratory Data Analysis, Seaborn, SQL, Pandas (Python Package), Probability & Statistics, Regression Analysis, Machine Learning, Statistical Hypothesis Testing, Python Programming, Data Transformation, Feature Engineering, Data Integration, NumPy, Web Scraping
中级 · 专项课程 · 3-6 个月

Howard University
您将获得的技能: 应用数学, 数据分析, 线性代数, 代数, Git(版本控制系统), 数学建模, 数据科学, 数学软件, NumPy, Python 程序设计, 数据可视化软件, 软件安装, Jupyter
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Statistical Analysis, Data Analysis, Statistical Programming, Statistical Methods, Statistical Machine Learning, Regression Analysis, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Classification And Regression Tree (CART), Feature Engineering, Dimensionality Reduction
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中级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), Data Analysis, Data Cleansing, Graphing, Exploratory Data Analysis, Data Manipulation, Matplotlib, Jupyter, Data Literacy, NumPy, Python Programming
初级 · 指导项目 · 不超过 2 小时