Udemy – Generative AI in Data Engineering Certification 2024-11

What you will learn

• Understanding the impact of GenAI on data engineering and strategic data management
• Learn the basics of GenAI for data engineering applications
• Exploring synthetic data generation and its benefits in data engineering
• Learn about automated data mining techniques using GenAI
• Discovering Schema Generation Methods for Unstructured Data with GenAI
• Increasing diversity and strengthening data techniques using GenAI
• Using GenAI to enrich and normalize data in pipelines
• Study of automated data validation and verification with GenAI tools
• Exploring storage optimization strategies using GenAI models
• Using GenAI for efficient data compression and reconstruction
• Automate data transformation workflows with GenAI capabilities
• Optimize data quality through cleansing, deduplication, and validation
• Integrating GenAI into legacy and real-time data pipelines
• Using anomaly detection techniques with GenAI for data integrity
• Learning scalability and resource management for GenAI in cloud environments
• Implementing continuous monitoring and maintenance for the GenAI pipeline

This course is suitable for people who:

• Forward-thinking data engineers eager to understand the applications of GenAI
• IT professionals seeking foundational knowledge in data-driven workflows powered by GenAI
• Data analysts who want to enhance data processing with GenAI techniques
• Cloud architects interested in optimizing their data engineering pipeline with GenAI
• Software developers looking for data engineering roles using productive AI
• Business analysts looking to use AI for data-driven decision making
• Entry-level engineers looking to increase efficiency in data management and storage

Installation Guide

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