数据处理课程
数据处理课程可以帮助您学习数据清洗、转换技术和探索性数据分析。您可以掌握使用函数进行数据聚合、过滤数据集和有效实现信息 Visualization 的技能。许多课程都会介绍 Python、R 和 SQL 等工具，这些工具支持处理大型数据集和执行复杂的分析。您还将探索 Pandas 和 NumPy 等库，它们可简化数据处理任务，提高您从原始数据中获得洞察力的能力。
热门数据处理课程和认证
状态：免费试用University of Colorado Boulder
您将获得的技能: 查询语言, 数据访问, 数据完整性, 数据分析, 数据库系统, 数据库设计, 数据建模, 数据库管理, 数据库应用, 数据科学, 数据操作, 关系数据库, 数据库理论
状态：新状态：免费试用Coursera
您将获得的技能: LLM Application, Model Evaluation, Large Language Modeling, Retrieval-Augmented Generation, Vector Databases, MLOps (Machine Learning Operations), Performance Tuning, Debugging, Performance Testing, Query Languages, SQL, Statistical Hypothesis Testing, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Python Programming, Pandas (Python Package)
状态：免费试用Johns Hopkins University
您将获得的技能: 单元测试, 数据转换, 数据可视化, Tidyverse（R 软件包）, 网络抓取, Ggplot2, 软件包和软件管理, 技术文档, 调试, 交互式数据可视化, 开放源码技术, 数据清理, 数据地图, 数据预处理, 面向对象编程（OOP）, 数据操作, 传单（软件）, 数据可视化软件, 软件文档, R 程序设计
您将获得的技能: Plotly, Dashboard, Pandas (Python Package), Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Data Science, Data Analysis, Python Programming
状态：免费试用Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytical Skills, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Analytics, Social Impact, Statistical Modeling
状态：预览Board Infinity
您将获得的技能: Pivot Tables And Charts, Dashboard, Data Presentation, Data Visualization, Spreadsheet Software, Data Storytelling, Data Visualization Software, Excel Formulas, Data Analysis, Data-Driven Decision-Making, Data Cleansing, Data Management
您将获得的技能: Machine Learning Algorithms, Data Visualization, Dashboard, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Data Science, Python Programming, Pandas (Python Package)
状态：免费试用University of California San Diego
您将获得的技能: 预测建模, Flask （Web 框架）, 模型部署, 数据预处理, 机器学习, 数据操作, Django （网络框架）, Python 编程, MLOps（机器学习运营）, 应用程序部署, 网络应用
您将获得的技能: Pandas (Python Package), Data Manipulation, Jupyter, Exploratory Data Analysis, Python Programming, Computational Logic
状态：免费试用您将获得的技能: Model Deployment, Apache Spark, Data Pipelines, MLOps (Machine Learning Operations), PySpark, IBM Cloud, Jupyter, Docker (Software), Machine Learning, Data Science, Python Programming, Scalability, Design Thinking
状态：免费Coursera
您将获得的技能: Model Evaluation, 生成式人工智能, 实时数据, 大型语言建模, 非结构化数据, OpenAI 应用程序接口, 机器学习, 数据预处理, 数据操作, 模型评估, Python 编程, 性能指标, JSON, OpenAI
状态：免费试用您将获得的技能: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Data Preprocessing, Python Programming
总之，以下是 10 最受欢迎的 data manipulation 课程
- 结构化查询语言（SQL）: University of Colorado Boulder
- Building Reliable LLM Systems: Coursera
- 掌握 R 语言的软件开发: Johns Hopkins University
- Create Interactive Dashboards with Streamlit and Python: Coursera
- Social Media Analytics: Johns Hopkins University
- Excel Essentials and Beyond: Board Infinity
- Build a Machine Learning Web App with Streamlit and Python: Coursera
- 部署机器学习模型: University of California San Diego
- Where, Why, and How of Lambda Functions in Python : Coursera
- AI Workflow: Enterprise Model Deployment: IBM
