数据课程
数据课程可以帮助您学习数据分析、统计方法、数据可视化和机器学习原理。您可以培养解读数据集、做出数据驱动决策和有效交流见解的技能。许多课程都会介绍 Python、R、SQL 和 Tableau 等工具，这些工具支持分析数据并以清晰、有影响力的方式呈现分析结果。
热门数据课程和认证
状态：免费试用IBM
您将获得的技能: 数据叙事, Apache Hadoop, 统计分析, Excel 公式, 微软Excel, IBM Cognos 分析, 数据可视化软件, 电子表格软件, 散点图, 仪表板, 分析技能, 数据清理, 交互式数据可视化, Looker (软件), 数据分析, Apache Hive, 数据可视化, 大数据, 数据展示, Tree 地图
状态：免费试用您将获得的技能: Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Architecture, Requirements Analysis, Data Processing, Data Warehousing, Query Languages, Apache Hadoop, Extract, Transform, Load, Data Lakes, Amazon Web Services, File Systems, Apache Spark, Database Systems, Feature Engineering, Data Integration, AWS Kinesis, Data Management
状态：免费试用University of Pennsylvania
您将获得的技能: 数据操作, 数据可视化软件, Pandas（Python 软件包）, 数据科学, Data Validation, 数据导入/导出, NumPy, 数据结构, 散点图, 编程原则, 数据清理, Python 程序设计, 数据转换, 透视表和图表, 数据分析, 数据可视化, Jupyter, Matplotlib, 脚本语言, 柱状图
状态：免费试用University of California, Davis
您将获得的技能: 数据操作, Data Governance, 数据科学, SQL, 关系数据库, 数据建模, 数据质量, 数据转换, 数据分析, Query 语言, 数据库设计
状态：免费试用您将获得的技能: Feature Engineering, PySpark, Data Import/Export, Big Data, Apache Spark, Dashboard, Cloud Services, Apache Hadoop, Applied Machine Learning, Application Programming Interface (API), Apache Hive, Jupyter, Data Storage Technologies, Data Storage, Data Architecture, Artificial Intelligence and Machine Learning (AI/ML), Serverless Computing, Ad Hoc Analysis, Data Wrangling, Scalability
状态：免费试用您将获得的技能: Data Cleansing, Sampling (Statistics), Data Integrity, Data Quality, Data Processing, Data Analysis, Data Transformation, Data Validation, Sample Size Determination, SQL, Spreadsheet Software
状态：免费试用Duke University
您将获得的技能: Data Visualization Software, PySpark, Data Visualization, Snowflake Schema, Data Storytelling, Site Reliability Engineering, Docker (Software), Databricks, Containerization, Interactive Data Visualization, Plotly, Data Pipelines, Matplotlib, Kubernetes, Dashboard, Apache Spark, Apache Hadoop, Big Data, Data Science, Python Programming
状态：预览S.P. Jain Institute of Management and Research
您将获得的技能: Data Analysis, Quantitative Research, Statistical Hypothesis Testing, Sampling (Statistics), Descriptive Statistics, Business Analytics, Regression Analysis, Business Mathematics, Data-Driven Decision-Making, Statistical Analysis, Probability Distribution, Microsoft Excel, Statistical Inference, Probability, Variance Analysis, Estimation
状态：免费试用Johns Hopkins University
您将获得的技能: Data Visualization Software, Scientific Visualization, Interactive Data Visualization, Geospatial Information and Technology, Data Presentation, Color Theory, Graphic and Visual Design, Tree Maps, Visualization (Computer Graphics), Data Storytelling, Design Elements And Principles, Plot (Graphics), Data Literacy, Heat Maps, Computer Displays, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Mapping, Scatter Plots, Scalability
状态：免费试用University of California San Diego
您将获得的技能: Apache Hadoop, 数据处理, 数据基础设施, 数据科学, 非结构化数据, 分布式计算, 可扩展性, 数据分析, 大数据
Coursera
您将获得的技能: Plotly, Exploratory Data Analysis, Scatter Plots, Plot (Graphics), Data Visualization, Data Visualization Software, Interactive Data Visualization, Python Programming
Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
总之，以下是 10 最受欢迎的 data 课程
- 数据分析和可视化基础: IBM
- DeepLearning.AI Data Engineering: DeepLearning.AI
- 使用 Python 进行数据分析: University of Pennsylvania
- 数据科学 SQL: University of California, Davis
- Data Engineering, Big Data, and Machine Learning on GCP: Google Cloud
- Process Data from Dirty to Clean: Google
- Applied Python Data Engineering: Duke University
- Data Analysis: S.P. Jain Institute of Management and Research
- Data Visualization: Johns Hopkins University
- 大数据简介: University of California San Diego
