Data Science 课程
Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库，用于实践项目。
Data Science 热门课程和证书
DeepLearning.AI
您将获得的技能: 数据收集, 模型培训, MLOps（机器学习运营）, 模型评估, 模型优化, 数据维护, Model Evaluation, 数据预处理, 数据完整性, 应用机器学习, 机器学习, Data Validation, 非结构化数据, 持续监测, 数据质量, 应用程序部署, 持续部署, 数据验证, 系统监控, 数据综合, 模型部署
状态：免费试用Howard University
您将获得的技能: Data Wrangling, Regression Analysis, Data Manipulation, Dimensionality Reduction, Data Science, Python Programming, Data Preprocessing, Predictive Modeling, Statistical Modeling, Linear Algebra, Predictive Analytics, Model Training, Unsupervised Learning, Model Evaluation
状态：新状态：免费试用您将获得的技能: Data Flow Diagrams (DFDs), Apache Airflow, Data Pipelines, Diagram Design, Data Mapping, Data Modeling, Data Integration, Data Architecture, Data Warehousing, Apache Spark, Extract, Transform, Load, Database Development, Data Processing, Data Transformation, Configuration Management, Enterprise Security
状态：新状态：免费试用您将获得的技能: Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Model Optimization, Artificial Neural Networks, Model Training, Machine Learning Methods, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, NumPy, Python Programming, Matplotlib, Data Visualization, Data Science
状态：新状态：免费试用您将获得的技能: Tableau Software, Business Intelligence, Data Storytelling, Business Analytics, Data Modeling, Data Visualization Software, Dashboard, Interactive Data Visualization, Data Visualization, Dashboard Creation, Data-Driven Decision-Making, Data Analysis, Data Wrangling, Data Cleansing, Data Preprocessing, Data Transformation, Extract, Transform, Load, Data Integration, Exploratory Data Analysis, Correlation Analysis
状态：免费试用University of Colorado Boulder
您将获得的技能: 计算机编程, Data Management, 算法, 文件输入/输出, 用户界面组件, 模拟, 数据清理, Visual Basic（编程语言）, 解决问题, 数据整合, Excel 宏, Algorithm, 代码重用性, Microsoft Excel, 自动化, 用户界面（UI）, 数据导入/导出, 编程原则, 数据管理, 电子表格软件, 面向对象编程（OOP）, 调试
状态：新状态：免费试用您将获得的技能: Data Validation, Data Quality, SQL, Data Integrity, Verification And Validation, Unit Testing
University of California San Diego
您将获得的技能: 数据分析, 大数据, 分布式计算, 数据处理, 文件系统, 系统配置, 性能调整, 数据科学, 软件架构, 数据存储, Apache Hadoop, Python 编程, Apache Spark
状态：免费试用Vanderbilt University
您将获得的技能: 计算机编程, 移动开发, 面向对象设计, 安卓开发, Java 编程, 安卓工作室, Java, 集成开发环境, 安卓（操作系统）, 数据结构, 编程原则, 开发环境, 面向对象编程（OOP）
状态：新状态：免费试用Coursera
您将获得的技能: Data Transformation, Data Wrangling, R (Software), Data Analysis, Data Manipulation, R Programming, Data Cleansing, Scripting, Programming Principles, Data Structures
状态：新状态：预览Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Storytelling, Data Visualization, Data Presentation, Dashboard, Interactive Data Visualization, Data Visualization Software, Exploratory Data Analysis, Dashboard Creation, Plotly, Statistical Visualization, Statistical Analysis, Tree Maps, Plot (Graphics), Statistical Programming, Tableau Software, Matplotlib, Data Analysis, Statistical Methods, Data-Driven Decision-Making, Python Programming
状态：新状态：免费试用您将获得的技能: Data Management, Data Quality, Data Validation, Data Integrity, Data Pipelines, YAML, Quality Assurance, Test Automation, SQL
总之，以下是 10 最受欢迎的 data science 课程
- 生产中的 Machine Learning: DeepLearning.AI
- Capstone: Data Science Problem in Linear Algebra Framework: Howard University
- Building Automated Data Pipelines with Spark,dbt,and Airflow: Coursera
- Neural Networks and Computer Vision Foundations: Edureka
- Tableau for Data-Driven Decision Making: Edureka
- Excel/VBA 创造性地解决问题: University of Colorado Boulder
- Validate, Test, and Traverse Your SQL Data: Coursera
- Hadoop 平台和应用框架: University of California San Diego
- 安卓版 Java: Vanderbilt University
- R: Code, Import, Transform Data: Coursera
