Algorithm Python 课程可以帮助您学习排序算法、搜索算法以及树和图等数据结构。您可以培养解决问题、优化代码效率以及在实际应用中实施算法的技能。许多课程都会介绍 Jupyter Notebook 等工具以及 NumPy 和 Pandas 等库,它们支持在数据分析和人工智能项目中应用算法。

您将获得的技能: Cryptography, Encryption, Public Key Cryptography Standards (PKCS), Key Management, Application Security, Python Programming, Brute-force attacks, Algorithms, Data Integrity
混合 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Data Visualization, Probability & Statistics, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Probability Distribution, Exploratory Data Analysis, Python Programming
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 数据展示, Python 程序设计, 数据操作, 数据分析, Pandas(Python 软件包), 网页抓取, 数据收集, Jupyter, 数据处理, 数据科学, 仪表板
中级 · 课程 · 1-4 周

Codio
您将获得的技能: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Statistical Analysis, Data Import/Export, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Exploratory Data Analysis, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Computational Logic
混合 · 课程 · 1-3 个月

您将获得的技能: Google App Engine, Cloud Applications, Restful API, Google Cloud Platform, Cloud Computing Architecture, OAuth, Cloud Computing, Cloud Services, Application Deployment, Platform As A Service (PaaS), Python Programming, Cloud Storage, Application Performance Management, Authentications, Web Applications, Data Store, MySQL, Scalability
初级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Python 程序设计, 数据操作, 自然语言处理, 文本挖掘, 无监督学习, Scikit-learn (机器学习库), 功能工程, Pandas(Python 软件包), 分类算法, 数据预处理, 监督学习
中级 · 课程 · 1-4 周

Universidad Austral
您将获得的技能: Software Documentation, Object Oriented Design, Unified Modeling Language, Relational Databases, Object-Relational Mapping, Software Design, Test Driven Development (TDD), Database Management, Unit Testing, Object Oriented Programming (OOP), Database Design, SQL, Debugging, Data Structures, Python Programming, JSON, File Management, Computer Programming, Programming Principles, Software Installation
初级 · 专项课程 · 3-6 个月

Rice University
您将获得的技能: 计算机编程, 数据可视化软件, 数据导入/导出, 脚本, 绘图(图形), Python 程序设计, 软件包和软件管理, 脚本语言, 数据操作, 计划发展, 数据存储, 数据分析, 开发环境, 数据结构, 数据清理, 数据整合, 编程原则, 文件输入/输出, 数据可视化, 数据处理
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Data Pipelines, Dataflow, Data Processing, Google Cloud Platform, Development Environment, Cloud Development, Cloud Services, Program Development, Software Installation, Computer Programming Tools
初级 · 项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: 软件包和软件管理, 计算逻辑, 数据操作, Python 程序设计, 生物信息学, 数据结构, 面向对象编程(OOP), Jupyter, 编程原则, 文件输入/输出
混合 · 课程 · 1-4 周

Universitat Politècnica de València
您将获得的技能: Pandas (Python Package), Matplotlib, Seaborn, Data Visualization, Data Visualization Software, Time Series Analysis and Forecasting, Statistical Visualization, Box Plots, Statistical Analysis, Exploratory Data Analysis, Data Analysis, Data Manipulation, Scatter Plots, Histogram, Data Structures, Python Programming
中级 · 课程 · 1-4 周