Python 数据科学课程可以帮助您学习数据操作、统计分析、机器学习和数据 Visualization。您可以培养使用 Python 编程、使用 Pandas 和 NumPy 等库以及应用算法解决实际问题的技能。许多课程都会介绍一些工具,如用于交互式编码的 Jupyter Notebook、用于创建可视化的 Matplotlib 和用于实现机器学习模型的 Scikit-learn 等,所有这些工具都能提高您分析和解释复杂数据集的能力。

University of Illinois Urbana-Champaign
您将获得的技能: Environmental Monitoring, Hydrology, Environmental Engineering and Restoration, Water Resource Management, Land Management, Natural Resource Management, Water Resources, Water Quality, Climate Change Adaptation, Environmental Science, Biology, Research Reports, Environment and Resource Management, Environment, Geographic Information Systems, Laboratory Testing, Geospatial Information and Technology, Technical Documentation, Microbiology
中级 · 专项课程 · 1-3 个月

您将获得的技能: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, Application Programming Interface (API), JSON, System Monitoring, Image Analysis, Debugging
初级 · 课程 · 1-3 个月

SkillUp
您将获得的技能: 数据管理, Data Management, 数据迁移, 数据架构, 数据存储, 云存储, 数据安全, 数据整合, 数据基础设施, 灾难恢复, 数据管道, 摘录, 数据转换
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Data Storytelling, Data Presentation, Data Visualization, Tableau Software, Dashboard, LinkedIn, Professional Networking, Data Visualization Software, Looker (Software), Technical Communication, Power BI, Stakeholder Engagement, Interviewing Skills
初级 · 课程 · 1-4 周

您将获得的技能: Seaborn, Matplotlib, NumPy, Scatter Plots, Statistical Visualization, Data Visualization Software, Box Plots, Histogram, Exploratory Data Analysis, Jupyter, Heat Maps, Data Manipulation, Development Environment, Python Programming
混合 · 课程 · 1-4 周
您将获得的技能: GitHub, Django (Web Framework), Git (Version Control System), Application Deployment, Unit Testing, Cloud Deployment, Database Development, Bootstrap (Front-End Framework), Model View Controller, Virtual Environment, Application Frameworks, PostgreSQL, HTML and CSS, Python Programming
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Embeddings, Text Mining, Data Processing, Multilingualism, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Scikit Learn (Machine Learning Library), Computer Programming, Software Installation
中级 · 课程 · 1-3 个月
您将获得的技能: Package and Software Management, Platform As A Service (PaaS), Virtual Environment, Dependency Analysis, Python Programming, Application Deployment
中级 · 课程 · 1-4 周

Universidad Austral
您将获得的技能: Software Documentation, Object Oriented Design, Unified Modeling Language, Software Design, Test Driven Development (TDD), Unit Testing, Object Oriented Programming (OOP), Development Testing, Programming Principles, Software Quality (SQA/SQC), Software Development, Computer Programming, Python Programming
初级 · 课程 · 1-4 周

您将获得的技能: Data Structures, Scripting, Python Programming, Programming Principles, Development Environment, Virtual Environment
混合 · 课程 · 1-4 周

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: 数据结构, 数据操作, 张力流, Python 程序设计, 编程原则, 人工智能, 开发环境, 计算机编程工具, NumPy
初级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: 计算机编程, 自动化, Python 程序设计, 脚本语言, 脚本, 编程原则, 计算思维, 应用编程接口 (API), 数据清理
中级 · 课程 · 1-4 周