Big Data Analytics 课程可以帮助您学习数据挖掘、统计分析、数据可视化和预测建模。您可以掌握解释复杂数据集、做出数据驱动决策和有效沟通见解的技能。许多课程都会介绍 Apache Hadoop、Spark 和 Tableau 等工具,这些工具支持处理大型数据集和可视化趋势,让您能够在各种业务环境中应用自己的解析技能。

您将获得的技能: Data Structures, Graph Theory, Algorithms, Java, Theoretical Computer Science, Performance Tuning
中级 · 课程 · 1-4 周

您将获得的技能: Data Import/Export, Pandas (Python Package), Pivot Tables And Charts, Jupyter, Microsoft Excel, Data Analysis, Data Manipulation, Python Programming, Data Structures, Development Environment, Object Oriented Programming (OOP)
初级 · 课程 · 1-4 周

您将获得的技能: Data Validation, Extract, Transform, Load, Object-Relational Mapping, Data Cleansing, Data Manipulation, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Database Management, Data Transformation, Data Integrity, Relational Databases, Exploratory Data Analysis, Databases, Data Processing, SQL, Data Persistence, Data Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Presentation, Plotly, Matplotlib, Exploratory Data Analysis, Plot (Graphics), Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub
初级 · 课程 · 1-4 周

您将获得的技能: Information Privacy, General Data Protection Regulation (GDPR), AI Security, Responsible AI, Personally Identifiable Information, Legal Technology, Data Security, Data Ethics, Large Language Modeling, Business Ethics, Data Governance, Prompt Engineering, Cyber Security Strategy, Legal Risk, Data Loss Prevention, Generative AI, Regulatory Compliance, Cybersecurity, Risk Analysis, Governance
初级 · 专项课程 · 1-3 个月

您将获得的技能: Descriptive Statistics, R Programming, Statistical Reporting, Data Quality, Data Preprocessing, Statistics, Statistical Methods, Data Manipulation, Data Analysis Software, Data Import/Export
初级 · 指导项目 · 不超过 2 小时
University of Toronto
您将获得的技能: 空间数据分析, 数据建模, 排版, 地理信息系统, 数据操作, 定量研究, 数据导入/导出, 数据映射, 元数据管理, 地理空间制图, 设计元素和原则, 数据可视化, 空间分析
初级 · 课程 · 1-3 个月

您将获得的技能: Geographic Information Systems, Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Spatial Analysis, Global Positioning Systems, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Seaborn, Plotly, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Analysis, Python Programming, Predictive Modeling, Data Science, Jupyter, Cloud Applications
中级 · 指导项目 · 不超过 2 小时

Duke University
您将获得的技能: Linux, Unix Shell, 数据管理, 数据处理, 脚本语言, 外壳脚本, 文件系统, 数据操作, Linux 命令, Unix, 开发环境, 命令行界面, Unix 命令, Linux 管理, 文件管理, 远程访问ibility 系统, Bash(脚本语言), 脚本
中级 · 课程 · 1-4 周

您将获得的技能: Extract, Transform, Load, Power BI, Data Transformation, Data Cleansing, Query Languages, Data Manipulation, Data Integration, Data Validation, Data Import/Export, Data Quality, Data Analysis, Data Modeling, Anomaly Detection, Data Storage
初级 · 课程 · 1-4 周

您将获得的技能: Extract, Transform, Load, Data Transformation, Data Integration, Web Scraping, Data Pipelines, JSON, Object Oriented Programming (OOP), Extensible Markup Language (XML), Data Modeling, Application Programming Interface (API), Relational Databases
初级 · 课程 · 1-4 周