阿帕奇气流课程
人工智能课程可以帮助您学习机器学习算法、自然语言处理、计算机视觉和神经网络。您可以培养数据分析、模型 Evaluation 以及 AI 应用中的伦理考虑等方面的技能。许多课程介绍了 TensorFlow、PyTorch 和 Scikit-learn 等工具，这些工具支持实施 AI 解决方案和开发预测模型。通过学习这些主题和工具，您可以获得创建智能系统以应对现实世界挑战的实践经验。
热门阿帕奇气流课程和认证
您将获得的技能: Data Pipelines, Apache Airflow, Site Reliability Engineering, Disaster Recovery, Apache Kafka, Data Integrity, Data Infrastructure, Workflow Management, Data Storage Technologies, Real Time Data, Data Processing, Apache Spark
您将获得的技能: Linux 命令, 交互式数据可视化, 数据管道, IBM Cognos 分析系统, 文件管理, 数据库, 查询语言, 阿帕奇气流, 商业智能, 仪表板, 星形模式, IBM DB2, 存储过程, 关系数据库, Apache Kafka, 数据仓库, 外壳脚本, 数据可视化, Bash（脚本语言）, 摘录
您将获得的技能: Data Transformation
Coursera
您将获得的技能: Data Pipelines, Apache Airflow, Data Integration, Cloud Deployment, Extract, Transform, Load, Cloud Computing, Data Processing, Data Cleansing, Data Warehousing, Maintainability
您将获得的技能: LLM Application, Kubernetes, Systems Architecture, Large Language Modeling, Data Pipelines, Software Architecture, Application Deployment, Microservices, Apache Airflow, Containerization, Infrastructure Architecture, Scalability, AWS CloudFormation, Managed Services, Azure DevOps, Application Performance Management, Open Source Technology
Siemens
您将获得的技能: 物理学, 数学建模, 热管理, 数值分析, 工程计算, 模拟, 工程分析, 科学可视化, 机械工程, 化学工程
您将获得的技能: HVAC, Fire And Life Safety, Building Services Engineering, Building Codes, Equipment Design, Thermal Management, Mechanical Engineering, Mechanical Ventilation, Plumbing, Facility Repair And Maintenance, Mechanical Design, Safety Standards, Energy and Utilities, Health And Safety Standards, Control Systems, System Requirements, Engineering Calculations, Environmental Monitoring, System Monitoring, Sustainability Standards
Coursera
您将获得的技能: Extract, Transform, Load, Data Pipelines, Apache Airflow, Spatial Data Analysis, GIS Software, Geospatial Information and Technology, Geographic Information Systems, Data Transformation, PostgreSQL, Event Monitoring, System Monitoring, Continuous Monitoring, Python Programming, Data Validation, Debugging
您将获得的技能: AWS SageMaker, AWS CloudFormation, Amazon S3, Serverless Computing, Amazon DynamoDB, Amazon CloudWatch, Cloud Security, Data Security, Amazon Redshift, AWS Kinesis, Data Integration, Cloud Storage, Amazon Web Services, Data Lakes, Data Storage, Databases, Apache Airflow, Cloud Computing Architecture, Infrastructure as Code (IaC), Virtual Networking
您将获得的技能: Scala Programming, Data Pipelines, Test Driven Development (TDD), Apache Airflow, Data Lakes, Apache Spark, CI/CD, Apache Kafka, Data Quality, Data Infrastructure, Cloud Engineering, Data Architecture, Performance Tuning, Unit Testing, Data Transformation, Data Processing, Data Validation, Real Time Data, Big Data, Data Integrity
总之，以下是 10 最受欢迎的 airflow 课程
- Orchestrate & Recover Real-Time Data Pipelines: Coursera
- 商业智能基础与 SQL、ETL 和数据仓库: IBM
- Ultimate AWS Data Engineering Bootcamp - 15 Real-World Labs: Packt
- Build & Transform Data Pipelines: Coursera
- Production-Ready Multimodal ML Engineering: Coursera
- Designing Production LLM Architectures: Coursera
- 应用计算流体力学: Siemens
- Design of Ventilation& Air conditioning System for Buildings: L&T EduTech
- Automate ETL Pipelines: Coursera
- Data Engineering & Pipeline Reliability for Machine Learning: Coursera
