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。

Wesleyan University
您将获得的技能: 数据分析, 数据操作, 统计资料, 数据展示, 描述性统计, 探索性数据分析, Data Management, 数据管理, Python 编程, 数据扫盲, 同行评审, 制图, 研究报告, SAS(软件)
混合 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Power BI, Data Analysis Expressions (DAX), Interactive Data Visualization, Data Storytelling, Dashboard, Data Visualization Software, Business Intelligence, Data Security, Data Integration, Data Transformation, Data Management, Data Modeling, Data Cleansing, Software Installation
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Web Scraping, Extract, Transform, Load, Data Manipulation, Data Preprocessing, Data Validation, Data Ethics, Data Cleansing, SQL, Data Transformation, JSON, Query Languages, Data Pipelines, Pandas (Python Package), Data Collection, Generative AI, Relational Databases, Data Integrity, Unstructured Data, Application Programming Interface (API), Authentications
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Integration, 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, Statistical Analysis, Descriptive Statistics, Data Mining, Dimensionality Reduction
中级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), Data Manipulation, Data Analysis, NumPy, Python Programming
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Visualization, Probability & Statistics, Business Analytics, Data Transformation, Statistics, Data Visualization Software, Data Processing, Data Cleansing, Data Preprocessing, Time Series Analysis and Forecasting, Data Import/Export, Python Programming
初级 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Time Series Analysis and Forecasting, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Data Integration, Python Programming, Data Transformation
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Pandas (Python Package), Data Visualization, Data Manipulation, Data Cleansing, Matplotlib, Text Mining, Exploratory Data Analysis, Data Analysis, Data Preprocessing, Python Programming
初级 · 指导项目 · 不超过 2 小时

Logical Operations
您将获得的技能: Power BI, Data Transformation, Data Manipulation, Data Visualization Software, Data Cleansing, Data Visualization, Data Storytelling, Business Intelligence, Data Analysis, Data Analysis Software, Microsoft Excel, Data Quality, Exploratory Data Analysis, Query Languages, Microsoft PowerPoint, Microsoft 365, Microsoft Office
混合 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Time Series Analysis and Forecasting, Data Import/Export, Jupyter, Microsoft Excel, Data Transformation, Matplotlib, Data Analysis, NumPy, Data Cleansing, Data Preprocessing
混合 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 自然语言处理, 监督学习, 数据操作, Pandas(Python 软件包), 分类算法, 功能工程, Python 编程, 数据预处理, 文本挖掘, 无监督学习, Scikit Learn(机器学习库)
中级 · 课程 · 1-4 周