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。

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

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

University of Michigan
您将获得的技能: 数据可视化, 概率与统计, Jupyter, 数据分析, 描述性统计, 统计推理, 数据收集, 抽样(统计), NumPy, 数据扫盲, 柱状图, 数据可视化软件, 统计资料, 绘图(图形), Matplotlib, 统计分析, Python 编程, 探索性数据分析, 箱形图, Seaborn
初级 · 课程 · 1-4 周
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

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

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

您将获得的技能: Image Analysis, Transfer Learning, Multimodal Prompts, Model Evaluation, Data Preprocessing, Debugging, Computer Vision, PyTorch (Machine Learning Library), Feature Engineering, Tensorflow, Algorithms, Embeddings, Model Deployment, Real Time Data, Visualization (Computer Graphics), Applied Machine Learning, Ethical Standards And Conduct, Root Cause Analysis, Deep Learning, Systems Design
中级 · 专项课程 · 3-6 个月

您将获得的技能: Computer Vision, Image Analysis, Program Development, Data Science, Real Time Data, Python Programming, Development Environment, NumPy, Machine Learning Methods, System Design and Implementation, Motion Graphics, Model Deployment, Debugging, Software Installation
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Seaborn, Data Storytelling, Data Integration, A/B Testing, Data Import/Export, Statistical Hypothesis Testing, Statistical Methods, Text Mining, Data-Driven Decision-Making, Git (Version Control System), Data Presentation, Matplotlib, Data Visualization, Pandas (Python Package), Version Control, GitHub, Statistical Analysis, Exploratory Data Analysis, Jupyter, NumPy
初级 · 专项课程 · 1-3 个月

多位教师
您将获得的技能: Jupyter, 决策树学习, 迁移学习, 无监督学习, 数据伦理, NumPy, 张力流, 监督学习, 应用机器学习, 机器学习, 功能工程, Scikit Learn(机器学习库), 数据预处理, 分类算法, 强化学习, 随机森林算法, 模型评估, 深度学习, Transfer Learning, Model Evaluation, 人工智能, 预测建模
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Preprocessing, Computer Vision, Image Analysis, Real Time Data, Convolutional Neural Networks, Data Transformation, NumPy
中级 · 课程 · 1-4 周