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: 阿帕奇气流, 数据库管理, 关系数据库, 数据库管理员, MySQL, IBM Cognos 分析, 数据仓库, SQL, Linux 命令, 仪表板, 数据管道, 外壳脚本, 数据可视化, 数据存储, Apache Kafka, IBM DB2, 数据库设计, 摘录, Bash（脚本语言）, 数据库架构与管理
状态：免费试用您将获得的技能: Python 程序设计, 散点图, 数据可视化软件, Matplotlib, 交互式数据可视化, 数据分析, Plotly, 箱形图, Pandas（Python 软件包）, 热图, 仪表板, 数据可视化, 地理空间信息与技术, 数据展示, 柱状图, Seaborn
状态：免费试用您将获得的技能: Real Time Data, Dataflow, Google Cloud Platform, Feature Engineering, PySpark, Data Pipelines, Cloud Storage, Data Import/Export, Big Data, Apache Spark, Data Maintenance, Data Lakes, Apache Hadoop, Dashboard, Apache Airflow, Tensorflow, Cloud Services, Data Infrastructure, Data Warehousing, Data Migration
状态：免费试用IBM
您将获得的技能: Python 程序设计, 预测建模, 数据清理, 数据可视化软件, 数据操作, 数据导入/导出, 数据转换, 交互式数据可视化, Pandas（Python 软件包）, 数据分析, 机器学习, 数据整理, 探索性数据分析, 编程原则, Plotly, 网页抓取, 数据科学, 仪表板, 数据可视化, 数据展示
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Coursera
您将获得的技能: Applied Machine Learning, Jupyter, Machine Learning, Predictive Modeling, Data Science, Python Programming, Predictive Analytics, Data Analysis
状态：免费试用您将获得的技能: Dashboard, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Pandas (Python Package), Data Presentation, Correlation Analysis, Web Scraping, NumPy, Data Import/Export, Probability & Statistics, Programming Principles, Predictive Modeling, Computer Programming Tools, Data Science, Unsupervised Learning, Machine Learning, Project Management
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, Data Quality, Artificial Intelligence and Machine Learning (AI/ML), Ad Hoc Analysis, Serverless Computing, Scalability
状态：免费试用University of California San Diego
您将获得的技能: 数据分析, 非结构化数据, Apache Hadoop, 大数据, 数据科学, 数据处理, 数据基础设施, 可扩展性, 分布式计算
状态：免费试用IBM
您将获得的技能: 数据清理, 数据操作, 人工智能, 统计假设检验, 数据分析, Pandas（Python 软件包）, 机器学习, 数据转换, 概率与统计, 功能工程, 数据科学, 探索性数据分析, Jupyter, 统计分析, 统计推理, 数据访问, 数据质量
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
总之，以下是 10 最受欢迎的 data 课程
- IBM 数据仓库工程师: IBM
- 使用 Python 实现数据可视化: IBM
- Preparing for Google Cloud Certification: Cloud Data Engr: Google Cloud
- 应用数据科学: IBM
- Data Analysis: S.P. Jain Institute of Management and Research
- DeepLearning.AI Data Engineering: DeepLearning.AI
- Data Science Challenge: Coursera
- Data Science Foundations: University of London
- Data Engineering, Big Data, and Machine Learning on GCP: Google Cloud
- 大数据简介: University of California San Diego
