List of topics
Introduction to Data Engineering
Database Design and Management
Data Modeling
ETL (Extract, Transform, Load) Processes
Big Data Processing Technologies
Data Warehousing
Data Pipeline Development
Data Integration
Real-time Data Processing
Data Quality and Governance
Cloud Computing and Data Engineering
Machine Learning for Data Engineering
Data Security and Privacy
Performance Optimization
Data Visualization and Reporting
Data Engineering in Practice
Scalable Data Architectures
Data Ethics and Responsible Data Engineering
Data Engineering Project Management
Data Engineering Best Practices
Machine Learning for Data Engineering
Participants will learn how to leverage machine learning algorithms and techniques for data preprocessing, feature engineering, and data validation.