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。

Board Infinity
您将获得的技能: Object Oriented Programming (OOP), Python Programming, Programming Principles, File Management, Data Structures, Computer Programming, Algorithms, Data Management
初级 · 课程 · 1-4 周
University of Washington
您将获得的技能: 线性代数, 概率分布, 计算机科学, 生物学, 生物信息学, 递归神经网络 (RNN), 监督学习, 强化学习, 计算思维, 网络模型, 微分方程, 统计方法, 神经学, 信息架构, Matlab, 机器学习算法, 人工神经网络, 生理学, 数学建模
初级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: Food and Beverage, Physiology, Human Factors, Anatomy, Psychology, Neurology, Experimentation, Chemistry, Research
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: Experimentation, Product Testing, Laboratory Testing, Laboratory Experience, Case Studies, Research Design, Consumer Behaviour, Target Market, Data Collection, Research Reports, Data Analysis, Recruitment
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Pandas (Python Package), NumPy, Data Structures, Data Import/Export, Data Manipulation, Data Cleansing, Statistical Methods, Data Analysis, Exploratory Data Analysis
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Interactive Data Visualization, Interactive Design, Programming Principles, Visualization (Computer Graphics), Python Programming, Graphic and Visual Design, Computer Graphics, Computational Logic, Software Design, Computer Programming, Computational Thinking, File I/O, Data Structures, Animations
初级 · 课程 · 1-3 个月

您将获得的技能: File I/O, Object Oriented Programming (OOP), Debugging, JSON, Program Development, Data Structures, Python Programming, Microsoft Visual Studio, Development Environment, Scripting, Maintainability, Integrated Development Environments, Package and Software Management, Authorization (Computing), Programming Principles, Computer Programming, Web Scraping, Application Programming Interface (API), Scalability, Scripting Languages
初级 · 专项课程 · 3-6 个月
Codio
您将获得的技能: Matplotlib, Text Mining, GitHub, Large Language Modeling, Django (Web Framework), Git (Version Control System), Package and Software Management, Platform As A Service (PaaS), Plot (Graphics), Application Deployment, Natural Language Processing, Data Visualization Software, Unit Testing, Cloud Deployment, Jupyter, Database Development, Data Processing, Virtual Environment, Dependency Analysis, Python Programming
中级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Political Sciences, Policy Analysis, Social Justice, Social Sciences, Public Policies, Game Theory, Demography, Logical Reasoning, Applied Mathematics
混合 · 课程 · 1-3 个月

您将获得的技能: Debugging, Program Development, Data Structures, Python Programming, Scripting, Programming Principles, Computer Programming, Scripting Languages
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Code Review, Debugging, Scripting, Python Programming, Programming Principles, Software Development
中级 · 指导项目 · 不超过 2 小时
University of Michigan
您将获得的技能: 社交网络分析, 图论, 数据导入/导出, 无监督学习, 网络分析, Matplotlib, 分析, 数据分析, Algorithm, 预测分析, Pandas(Python 软件包), Python 程序设计
中级 · 课程 · 1-4 周