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。

Microsoft
您将获得的技能: Microsoft SQL Servers, SQL, Transact-SQL, Databases, Database Management Systems, Database Management, Relational Databases, Data Transformation, Data Manipulation, Data Access, Query Languages, Generative AI
初级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 机器学习算法, 数据操作, 预测建模, 数据清理, Scikit-learn (机器学习库), 张力流, 监督学习, 功能工程, 深度学习, 数据科学, 设计思维, 统计方法, 分类与回归树 (CART), 回归分析, 预测分析, 应用机器学习
中级 · 课程 · 1-3 个月

您将获得的技能: Splunk, Dashboard, Data Transformation, Data Manipulation, Data Analysis, Statistical Analysis, Query Languages, Data Visualization Software, Ad Hoc Reporting, Real Time Data, Continuous Monitoring
中级 · 课程 · 1-4 周

您将获得的技能: Data Analysis Expressions (DAX), Power BI, Pivot Tables And Charts, Microsoft Excel, R Programming, Alteryx, Dashboard, Statistical Programming, Data Transformation, Tableau Software, Data Cleansing, Data Visualization Software, Interactive Data Visualization, Business Reporting, Debugging, Data Visualization, Automation, Python Programming, Data Structures, Statistical Analysis
中级 · 专项课程 · 3-6 个月

University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Statistical Analysis, Mathematics and Mathematical Modeling, Probability & Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
攻读学位
初级 · 课程 · 1-4 周

您将获得的技能: Programming Principles, Data Dictionary, Computational Logic, Data Cleansing, Data Structures, Python Programming, Data Manipulation, Debugging
混合 · 课程 · 1-4 周

您将获得的技能: Azure Synapse Analytics, Data Warehousing, Power BI, Data Integration, Data Architecture, Data Visualization Software, Microsoft Azure, Apache Spark, Database Management, Data Pipelines, Performance Tuning, Data Processing, Data Security, Scalability
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Python 程序设计, 数据操作, Matplotlib, 数据分析, 数据可视化软件, 大型语言模型, 自然语言处理, Pandas(Python 软件包), 生成式人工智能, 数据可视化, ChatGPT, OpenAI, Prompt Engineering
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Pandas (Python Package), Matplotlib, NumPy, Data Visualization, Machine Learning Algorithms, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Python Programming, Data Science, Supervised Learning, Artificial Neural Networks, Regression Analysis, Data Structures
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Python 程序设计, 数据分析, 数据操作, 探索性数据分析, 生成式人工智能, 数据驱动的决策制定, 趋势分析, 销售策略, Prompt Engineering, 电子商务, ChatGPT, OpenAI
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Prompt Engineering, Excel Formulas, Generative AI, Data Pipelines, Data Ethics, Data Processing, Debugging, Microsoft Excel, Automation, Artificial Intelligence, Data Analysis, SQL, Integrated Development Environments
中级 · 课程 · 1-3 个月

您将获得的技能: Rmarkdown, Shiny (R Package), Deep Learning, Data Import/Export, Reinforcement Learning, R Programming, Ggplot2, Data Manipulation, Plotly, Applied Machine Learning, Machine Learning Algorithms, Web Scraping, Artificial Intelligence, Dimensionality Reduction, Interactive Data Visualization, Statistical Analysis, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 3-6 个月