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：免费试用您将获得的技能: Real Time Data, Dataflow, Model Deployment, 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
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 数据操作, 图论, 数据可视化软件, 自然语言处理, 模型评估, 交互式数据可视化, NumPy, 功能工程, 监督学习, 文本挖掘, 应用机器学习, Matplotlib, 社交网络分析, 网络分析, Pandas（Python 软件包）, 数据预处理, 数据可视化, 可视化（计算机制图）, 科学可视化
状态：免费试用您将获得的技能: Python 程序设计, 数据操作, 热图, 数据可视化软件, 交互式数据可视化, Plotly, 数据展示, 散点图, 箱形图, Matplotlib, Jupyter, Seaborn, 数据可视化, 地理空间信息与技术, Pandas（Python 软件包）, 柱状图, 数据分析, 仪表板
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 Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Vector Databases, Data Lakes, Amazon Web Services, File Systems, Apache Spark, Database Systems, Feature Engineering, Dataflow, Data Integration, Data Management
状态：免费试用Meta
您将获得的技能: 数据库, 数据建模, 关系数据库, 数据可视化软件, 数据库设计, MySQL, 数据仓库, 数据分析, 摘录, 数据库管理, MySQL 工作台, 高级分析, 数据库架构与管理
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, Data Visualization, 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, Display Devices
状态：免费试用您将获得的技能: Model Deployment, Feature Engineering, PySpark, Data Import/Export, Big Data, Apache Spark, Dashboard, Cloud Services, Cloud Deployment, Apache Hadoop, Apache Hive, Application Programming Interface (API), Jupyter, Data Storage, Data Architecture, Data Quality, Advanced Analytics, Ad Hoc Analysis, Serverless Computing, Applied Machine Learning
状态：免费试用University of California San Diego
您将获得的技能: Apache Hadoop, 可扩展性, 数据科学, 非结构化数据, 分布式计算, 数据分析, 数据处理, 大数据
状态：免费Coursera
您将获得的技能: Applied Machine Learning, Jupyter, Machine Learning Algorithms, Model Evaluation, Machine Learning, Predictive Modeling, Data Science, Python Programming, Predictive Analytics, Data Analysis, Technical Communication
状态：免费试用IBM
您将获得的技能: 阿帕奇气流, 数据库管理员, IBM Cognos 分析, 关系数据库, MySQL, SQL, Linux 命令, 数据库设计, 数据管道, Apache Kafka, 数据仓库, 外壳脚本, Bash（脚本语言）, 摘录, 数据库管理, 数据可视化, 仪表板, 数据库架构与管理, 数据存储, IBM DB2
总之，以下是 10 最受欢迎的 data 课程
- Process Data from Dirty to Clean: Google
- Preparing for Google Cloud Certification: Cloud Data Engr: Google Cloud
- 借助 Python 应用数据科学: University of Michigan
- 使用 Python 实现数据可视化: IBM
- Data Analysis: S.P. Jain Institute of Management and Research
- DeepLearning.AI Data Engineering: DeepLearning.AI
- 高级数据建模: Meta
- Data Visualization: Johns Hopkins University
- Data Engineering, Big Data, and Machine Learning on GCP: Google Cloud
- 大数据简介: University of California San Diego
