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。

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, Data Processing, Python Programming, Data Analysis Software
初级 · 专项课程 · 1-3 个月

Imperial College London
您将获得的技能: 微积分, 统计资料, Python 编程, 线性代数, Jupyter, 应用机器学习, 数据科学, 数据预处理, 人工神经网络, 数学软件, 模型优化, 功能工程, 无监督学习, 降维, 应用数学, NumPy, 数据转换, 回归分析, 数据操作, 数值分析
初级 · 专项课程 · 3-6 个月

您将获得的技能: Object Oriented Programming (OOP), Data Structures, Data Cleansing, Python Programming, Data Analysis, NumPy, Pandas (Python Package), Data Manipulation, Programming Principles, Analytics, Analytical Skills, Scripting, Code Reusability
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Pandas (Python Package), NumPy, Data Structures, Data Import/Export, Data Manipulation, Data Wrangling, Data Processing, Data Cleansing, Statistical Methods, Python Programming, Statistical Analysis, Numerical Analysis, Data Analysis, Descriptive Statistics
中级 · 课程 · 1-3 个月

您将获得的技能: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning Methods, Applied Machine Learning, Machine Learning, Data Science, Machine Learning Algorithms, Data Analysis Software, Statistical Methods, Histogram, Data Processing, Numerical Analysis, Data Import/Export, Linear Algebra, Probability Distribution, Classification Algorithms
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: 仪表板创建, 数据可视化, 查询语言, Plotly, 生成式人工智能, 绘图(图形), Jupyter, 探索性数据分析, 交互式数据可视化, 数据整理, 专业网络, 仪表板, 无监督学习, 数据展示, Model Evaluation, 编程原则, 数据可视化软件, 数据扫盲, 数据故事, 网络抓取, 模型评估
攻读学位
初级 · 专业证书 · 3-6 个月

University of Michigan
您将获得的技能: 数据可视化, 自然语言处理, 文本挖掘, Python 编程, 交互式数据可视化, 绘图(图形), 网络分析, 数据预处理, 应用机器学习, 功能工程, Matplotlib, Model Evaluation, 数据可视化软件, 社交网络分析, NumPy, 数据操作, 监督学习, Pandas(Python 软件包), 网络模型, 模型评估, 统计可视化
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 应用机器学习, Python 编程, 预测建模, 模型培训, 分类算法, 模型优化, 无监督学习, 降维, Model Evaluation, 机器学习, 机器学习算法, 预测分析, 决策树学习, 逻辑回归, 机器学习方法, 监督学习, 回归分析, 模型评估, 统计机器学习, Scikit Learn(机器学习库)
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Data-Driven Decision-Making, Applied Machine Learning, Vector Databases, NumPy, Model Evaluation, Machine Learning, Machine Learning Algorithms, Linear Algebra, Python Programming, Classification Algorithms, Numerical Analysis, Performance Testing
中级 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Exploratory Data Analysis, Matplotlib, Pandas (Python Package), NumPy, Extract, Transform, Load, Time Series Analysis and Forecasting, Plot (Graphics), Data Analysis, Data Visualization Software, Package and Software Management, Data Science, Python Programming, Jupyter, Graphing, Data Import/Export, Data Manipulation, Data Structures, Software Installation, Computational Thinking, Computing Platforms
初级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Statistics, Correlation Analysis, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Python Programming
中级 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), NumPy, Data Wrangling, Data Transformation, Data Manipulation, Data Processing, Pivot Tables And Charts, Data Analysis Software, Data Preprocessing, Data Cleansing, Data Analysis, Numerical Analysis, Statistical Analysis, Data Structures, Descriptive Statistics
混合 · 课程 · 1-4 周