Python Pandas 课程可以帮助您学习数据操作、数据分析和数据 Visualization 技术。您可以掌握处理大型数据集、执行统计分析和数据清洗以获得更好见解的技能。许多课程都会介绍 Jupyter Notebook 和 Matplotlib 等工具,这些工具支持将您的技能应用到实际数据项目中。您还将探索时间系列分析、Data Merging 和使用函数自动执行重复性任务等关键主题,从而提高数据工作流程的效率。

您将获得的技能: Data Import/Export, Data Analysis, Data Visualization, Programming Principles, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Integration, Data Processing, Data Collection, Data Preprocessing, Data Validation, Data Cleansing, Data Quality, Data Analysis, Data Manipulation, Data Transformation, Data Pipelines, Pivot Tables And Charts, Statistical Visualization, Data Visualization, Quality Assurance, Statistical Analysis, Descriptive Statistics, Data Mining
中级 · 课程 · 1-3 个月

您将获得的技能: Seaborn, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Presentation, Data Visualization, Box Plots, Exploratory Data Analysis, Data Visualization Software, Data Storytelling, Statistical Methods, Data-Driven Decision-Making, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Python Programming, Color Theory
初级 · 专项课程 · 1-3 个月

您将获得的技能: Email Automation, Automation, Application Programming Interface (API), Gmail, Data Access, Python Programming, Data Import/Export, Key Management
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, LLM Application, Applied Machine Learning, Data Quality, Unstructured Data, Anomaly Detection, Machine Learning Methods, Data Science, Supervised Learning, Machine Learning, Data Preprocessing, Data Analysis, Social Media Analytics, Data Manipulation, Python Programming, Exploratory Data Analysis
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Model Training, Classification Algorithms, Machine Learning Algorithms, Data Preprocessing, Natural Language Processing, Machine Learning Methods, Applied Machine Learning, Text Mining, Data Manipulation, Data Cleansing, Computer Programming Tools, Python Programming, Development Environment, Software Development Tools
混合 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 数据预处理, Python 编程, 模型优化, 机器学习, Pandas(Python 软件包), 无监督学习, Scikit Learn(机器学习库), 模型评估, 机器学习算法, Model Evaluation, 模型培训, 非结构化数据, 回归分析, 应用机器学习, 监督学习, 时间序列分析和预测, Jupyter, 文本挖掘, 功能工程, 分类算法, 预测建模
攻读学位
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Relational Databases, Data Visualization, Data Visualization Software, Databases, Database Design, SQL, Database Management Systems, Database Management, Interactive Data Visualization, Object Oriented Programming (OOP), Data Storage, Data Processing, Web Scraping, Python Programming, Data Collection, Display Devices
混合 · 课程 · 1-3 个月

您将获得的技能: Object Oriented Programming (OOP), Object Oriented Design, Microsoft Visual Studio, Development Environment, Maintainability, Integrated Development Environments, Microsoft Development Tools, Scalability, Software Development Tools, Python Programming, Debugging
高级设置 · 课程 · 1-4 周

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Python 编程, 面向对象编程(OOP), Pandas(Python 软件包), Scikit Learn(机器学习库), NumPy, 数据操作, 张力流, Matplotlib, 人工智能和机器学习(AI/ML), Seaborn, Keras(神经网络库)
初级 · 课程 · 1-3 个月

Universidad Nacional de Colombia
您将获得的技能: File I/O, Computational Thinking, Computer Programming, Program Development, Computational Logic, Logical Reasoning
中级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Matplotlib, File I/O, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, Data Wrangling, Data Processing, Data Manipulation, Data Import/Export, Computer Programming
初级 · 课程 · 1-4 周