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
您将获得的技能: Data-Driven Decision-Making, Data Presentation, Data Storytelling, Data Literacy, Data Analysis, Trend Analysis, Data Ethics, Analytical Skills, Investigation, Decision Making
Johns Hopkins University
您将获得的技能: 数据可视化软件, Plotly, R 程序设计, 软件包和软件管理, 闪亮（R 套件）, 软件文档, 交互式数据可视化, 数据映射, Rmarkdown, 网络应用, 数据展示, 统计报告
University of Michigan
您将获得的技能: Histogram, Data Visualization, Data Literacy, Data Presentation, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Statistical Visualization, Sampling (Statistics), Data Validation
University of Colorado Boulder
您将获得的技能: Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Probability Distribution, Statistical Software, Statistics, R (Software), Data Visualization, Statistical Analysis, Probability, R Programming, Probability & Statistics, Data Manipulation, Histogram, Taxonomy, Data Import/Export
您将获得的技能: AWS Kinesis, AWS SageMaker, AWS CloudFormation, Cloud Engineering, Data Quality, Docker (Software), Data Pipelines, Data Security, Databases, Version Control, Apache Spark, Data Modeling, Cloud Security, Cloud Storage, Network Security, Kubernetes, Git (Version Control System), Amazon Elastic Compute Cloud, AWS Identity and Access Management (IAM), Data Processing
您将获得的技能: 及时工程, 仪表板, 负责任的人工智能, 统计分析, 数据可视化软件, 数据故事, 分析, 及时的工程工具, 实时数据, ChatGPT, 生成式人工智能, Python 编程, 数据伦理, 数据清理, 提示模式, 人工智能个性化, 人工智能工作流程, 人工智能和机器学习（AI/ML）, OpenAI, 数据分析
University of California, Davis
您将获得的技能: 数据管道, 统计分析, JSON, 数据故事, 描述性统计, 分布式计算, 数据管理, 同行评审, 演讲, 数据质量, 数据建模, Apache Spark, 性能指标, 数据分析, 查询语言, 解决复杂问题, 探索性数据分析, 数据库设计, 数据可视化, 数据湖
Johns Hopkins University
您将获得的技能: 数据结构, 计算逻辑, 软件包和软件管理, Python 编程, 文件输入/输出, 面向对象编程（OOP）, Jupyter, 生物信息学, 数据操作, 编程原则
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
Birla Institute of Technology & Science, Pilani
您将获得的技能: Algorithms, Programming Principles, Data Science, Data Management, Computational Thinking, Data Manipulation, C and C++, Software Design, Analysis, Problem Solving, Complex Problem Solving
IBM
您将获得的技能: 回归分析, 统计分析, 相关性分析, 数据科学, 预测建模, 统计建模, 预测分析, 数据转换, 数据整理, 数据预处理, 箱形图, R 程序设计, 数据清理, 数据可视化, 数据操作, 探索性数据分析, 模型评估, 数据分析
您将获得的技能: Databricks, CI/CD, Apache Spark, Microsoft Azure, Data Governance, Data Lakes, Data Architecture, Integration Testing, Real Time Data, Data Integration, PySpark, Data Pipelines, Data Management, Automation, Data Storage, Jupyter, File Systems, Development Testing, Data Processing, Data Quality
总之，以下是 10 最受欢迎的 data 课程
- Data Literacy Essentials: SAS
- 开发数据产品: Johns Hopkins University
- How to Describe Data: University of Michigan
- Defining, Describing, and Visualizing Data: University of Colorado Boulder
- AWS Certified Data Engineer Associate Exam Prep: LearnKartS
- 面向数据分析师的生成式人工智能: IBM
- 学习数据科学的 SQL 基础知识: University of California, Davis
- 基因组数据科学 Python: Johns Hopkins University
- Data Science Challenge: Coursera
- Data Structures and Algorithms: Birla Institute of Technology & Science, Pilani
