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: 统计分析, Scikit-learn (机器学习库), 回归分析, 数据分析, 数据科学, 监督学习, NumPy, 机器学习算法, 功能工程, Python 程序设计, 分类与回归树 (CART), 性能调整, 应用机器学习, 随机森林算法, 机器学习, 探索性数据分析, 预测建模
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), NumPy, Data Manipulation, Data Wrangling, Package and Software Management, Data Analysis, Data Transformation, Unstructured Data, JSON, Object Oriented Programming (OOP), Data Science, Python Programming, Computer Programming, Programming Principles, Data Import/Export, Software Design, Data Validation, Mathematical Software, Computational Logic, Data Structures
初级 · 专项课程 · 3-6 个月
您将获得的技能: Matplotlib, Plot (Graphics), Data Visualization Software, Data Visualization, Jupyter, Interactive Data Visualization, Scatter Plots, Histogram, Box Plots, Animations, Python Programming
中级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Box Plots, Plot (Graphics), Seaborn, Data Visualization, Data Visualization Software, Pandas (Python Package), Scatter Plots, Data Import/Export, Histogram, Python Programming, Data Manipulation, Data Analysis, Data Structures
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Statistical Hypothesis Testing, Probability Distribution
初级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: JSON, Matplotlib, 数据操作, 数据清理, 数据科学, Pandas(Python 软件包), 数据导入/导出, NumPy, Python 程序设计, 数据可视化软件, 交互式数据可视化, Jupyter, 网页抓取, 数据可视化, 数据处理
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Tensorflow, Keras (Neural Network Library), Google Cloud Platform, Data Pipelines, Deep Learning, Machine Learning Methods, Application Deployment, NumPy, Artificial Neural Networks, Supervised Learning, Pandas (Python Package)
中级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Data Visualization Software, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Quality, Data Manipulation, Python Programming, Machine Learning
高级设置 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Matplotlib, Web Scraping, Social Media Marketing, Python Programming, Social Media, Pandas (Python Package), Trend Analysis, Data Analysis, Exploratory Data Analysis, Data Cleansing, Seaborn, Jupyter
中级 · 指导项目 · 不超过 2 小时

University of Minnesota
您将获得的技能: 应用数学, 线性代数, 数据分析, Machine Learning 方法, Python 程序设计, NumPy, 应用机器学习, 数值分析, Algorithm, 降维
中级 · 课程 · 1-3 个月

Databricks
您将获得的技能: 统计建模, 统计分析, 贝叶斯统计, 回归分析, 模拟, 数学软件, 抽样(统计), 数据科学, 统计编程, 统计, Python 程序设计, 预测建模, 马尔可夫模型, 概率分布, 分类与回归树 (CART), Jupyter, 概率, 数据库, 统计可视化, 统计推理
初级 · 专项课程 · 1-3 个月

Duke University
您将获得的技能: Matplotlib, Data Visualization, Predictive Modeling, Scientific Visualization, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Data Manipulation, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistics, Probability & Statistics, Python Programming
中级 · 课程 · 1-4 周