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。

Fractal Analytics
您将获得的技能: SQL, 数据操作, 数据分析, 数据清理, 关系数据库, 数据库, 数据库设计, MySQL 工作台, Query 语言, 数据完整性, 数据库管理, 数据转换
初级 · 课程 · 1-3 个月

Dartmouth College
您将获得的技能: Digital Transformation, Business Ethics, Predictive Modeling, Predictive Analytics, Simulation and Simulation Software, Business Transformation, Advanced Analytics, Customer experience strategy (CX), Scikit Learn (Machine Learning Library), Operations Research, Analytics, Business Technologies, Business Analytics, Data-Driven Decision-Making, Feature Engineering, Systems Thinking, Complex Problem Solving, Process Optimization, Technology Strategies, Applied Machine Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Rmarkdown, Data Import/Export, R Programming, Ggplot2, Data Manipulation, Plotly, Web Scraping, Interactive Data Visualization, Data Visualization Software, Tidyverse (R Package), Data Cleansing, Data Transformation, Statistical Programming, Programming Principles, Data Structures
初级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Data Transformation, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Data Storytelling, Data Integration, Capacity Management, Data Analysis, Data Warehousing, Data Strategy, Data Management, Data Lakes, Unstructured Data, Business Intelligence, Data Governance, Data Access, Data Literacy, Solution Design, Data Quality
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: SQL, 数据操作, 数据清理, MySQL, 数据导入/导出, R 语言程序设计(中文版), 数据收集, 数据管理, Data Management, 应用编程接口 (API), 网页抓取, 数据整理
混合 · 课程 · 1-4 周

Macquarie University
您将获得的技能: 数据展示, Power BI, 微软Excel, 数据共享, 数据整合
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 数据操作, NumPy, Git(版本控制系统), Pandas(Python 软件包), 集成开发环境, 数据结构, 数据导入/导出, Python 程序设计, 虚拟环境, 开发环境, 版本控制, 数据分析软件, 软件开发工具
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Verbal Communication Skills, Matplotlib, Data Storage, Data Science, Machine Learning
初级 · 专项课程 · 1-3 个月

Tableau Learning Partner
您将获得的技能: 回归分析, 散点图, 箱形图, 数据操作, 商业分析, 统计方法, 统计分析, 数据清理, 数据分析, 数据可视化软件, 描述性统计, 分析, 预测分析, 趋势分析, Tableau 软件, 数据可视化, 数据处理, 柱状图, 探索性数据分析
初级 · 课程 · 1-4 周

您将获得的技能: Reinforcement Learning, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Dimensionality Reduction, Statistical Analysis, Classification And Regression Tree (CART), Supervised Learning, Unsupervised Learning, Predictive Modeling, Random Forest Algorithm, Feature Engineering, Data Manipulation
中级 · 课程 · 3-6 个月

您将获得的技能: Relational Databases, Data Modeling, Database Management, Data Analysis Expressions (DAX), Advanced Analytics, Data Management, Data Governance, Microsoft Excel, Amazon Web Services, Data Integration, Data Security, Cloud Computing, Data Warehousing, Data Integrity, Data Manipulation, Data Access, Spreadsheet Software, Cloud Applications, Anomaly Detection, Machine Learning
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Pivot Tables And Charts, Data Manipulation, Data Transformation, Data Processing, Data Warehousing, Data Cleansing, Dimensionality Reduction, Data Quality, Anomaly Detection, Feature Engineering, Sampling (Statistics), Exploratory Data Analysis
中级 · 课程 · 1-4 周