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: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Linear Algebra, Probability Distribution, Classification Algorithms, Regression Analysis
初级 · 课程 · 1-3 个月

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

IBM
您将获得的技能: 决策树学习, 无监督学习, 监督学习, 机器学习, 功能工程, 分类算法, 应用机器学习, 逻辑回归, 模型评估, 降维, Scikit Learn(机器学习库), Model Evaluation, Python 编程, 回归分析, 预测建模
中级 · 课程 · 1-3 个月

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

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

Duke University
您将获得的技能: NumPy, Data Structures, Data Analysis, Object Oriented Programming (OOP), Exploratory Data Analysis, Image Analysis, Data Science, Data Transformation, Data Manipulation, Big Data, Performance Tuning, Python Programming, Data Import/Export
初级 · 课程 · 1-4 周

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

多位教师
您将获得的技能: Dashboard, Web Scraping, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Data Analysis, Data Presentation, Correlation Analysis, Pandas (Python Package), NumPy, R Programming, Data Import/Export, Programming Principles, Predictive Modeling, Data Science, Unsupervised Learning, Machine Learning, Project Management
初级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: 数据科学, 透视表和图表, 数据操作, 数据清理, 编程原则, 数据分析, NumPy, Pandas(Python 软件包), 数据导入/导出, 统计分析, Python 编程
中级 · 课程 · 1-4 周

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

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, Business Analytics, Data Cleansing, Data Analysis Software, Retail Store Operations, Data Transformation, Python Programming, Linear Algebra
混合 · 课程 · 1-4 周

您将获得的技能: Pivot Tables And Charts, Data Visualization, Data Analysis, Data Transformation, Data Preprocessing, Exploratory Data Analysis, Data Cleansing, Data Import/Export
中级 · 课程 · 1-4 周