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。

University of Michigan
您将获得的技能: NumPy, Debugging, Pandas (Python Package), Statistics, Correlation Analysis, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Data Wrangling, Data Preprocessing, LLM Application, Data-oriented programming, Code Reusability, Data Transformation, Numerical Analysis, Critical Thinking, Functional Design
★ 4.3 (19) · 中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Data Cleansing, Data Manipulation, Data Integration, R Programming, Data Wrangling, Data Preprocessing, Tidyverse (R Package), Data Processing, R (Software), Data Management
★ 4.2 (6) · 中级 · 指导项目 · 不超过 2 小时

Edureka
您将获得的技能: MongoDB, NoSQL, Database Management, Data Maintenance, Database Management Systems, Data Wrangling, Performance Tuning, Database Design, Databases, Data Modeling, Query Languages, Analytics, Data Processing, Data Manipulation, Scalability, Disaster Recovery
中级 · 课程 · 1-3 个月

您将获得的技能: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning Methods, Applied Machine Learning, Machine Learning, Data Science, Machine Learning Algorithms, Data Analysis Software, Statistical Methods, Histogram, Data Processing, Numerical Analysis, Data Import/Export, Probability Distribution, Linear Algebra, Classification Algorithms
★ 4 (9) · 初级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Data Import/Export, NumPy, Time Series Analysis and Forecasting, Business Reporting, Data Wrangling, Jupyter, Data Visualization, Microsoft Excel, Plot (Graphics), Data Transformation, Data Analysis, Data Cleansing, Data Preprocessing, Analytics, Data Processing, Python Programming, Data Analysis Software
★ 4.8 (24) · 初级 · 专项课程 · 1-3 个月

您将获得的技能: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis
★ 4.4 (480) · 中级 · 专项课程 · 3-6 个月

University of California, Irvine
您将获得的技能: 数据可视化, 仪表板创建, 视觉叙事, 数据映射, Tableau 软件, 仪表板, 数据可视化软件, 地理空间信息与技术, 统计可视化, 描述性统计, 数据故事, 数据扫盲, 数据分析, 数据展示, 数据伦理, 探索性数据分析, 绘图(图形), 交互式数据可视化, 描述性分析, 市场数据
★ 4 (31) · 初级 · 专项课程 · 1-3 个月

您将获得的技能: Generative AI, Data Pipelines, AI Integrations, Data Processing, Data Ethics, Responsible AI, Prompt Engineering, Data Engineering, Data Analysis, Data Cleansing, AI Workflows, Data Transformation, Business Process Automation, Automation, Business Intelligence, Statistical Analysis, Predictive Analytics, Debugging
中级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Linear Algebra, Plot (Graphics), Data Visualization, NumPy, Scientific Visualization, Machine Learning Algorithms, Statistical Visualization, Pandas (Python Package), Applied Machine Learning, Data Science, Machine Learning, Data Analysis, Python Programming, Model Optimization, Data Manipulation, Classification Algorithms, Programming Principles, Regression Analysis, Data Structures
初级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 模型优化, 模型培训, 设计思维, 功能工程, 机器学习方法, 张力流, 数据清理, 回归分析, 数据操作, 逻辑回归, 预测分析, 统计机器学习, Scikit Learn(机器学习库), 数据处理, 预测建模, 监督学习, 统计建模, 分类算法
★ 4.5 (115) · 中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Visualization, Data Presentation, Matplotlib, Plotly, Seaborn, Plot (Graphics), Exploratory Data Analysis, Dashboard Creation
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Prompt Engineering, 人工智能, Python 编程, 数据操作, OpenAI 应用程序接口, 数据可视化软件, 数据分析, 及时工程, OpenAI, 生成式人工智能, 生成式人工智能代理
★ 4.9 (7) · 中级 · 指导项目 · 不超过 2 小时