AI for the DBA

Overview

Step into the world of AI designed specifically for Database Administrators (DBAs). This event offers a comprehensive overview of the AI landscape, focusing on equipping DBAs with the skills they need to excel.

You'll cover essential AI basics and develop support skills tailored to the needs of DBAs. Gain detailed insights into AI architecture and learn methods for operationalizing models using Azure ML Server.

Don't miss out on this opportunity to enhance your understanding and capabilities in AI. Tune in on YouTube for invaluable content and networking opportunities.

Syllabus

• Introduction to AI for DBAs
Overview of AI in database management
Importance of AI skills for DBAs
• Basics of Artificial Intelligence
Key concepts and terminology
Types of AI and machine learning
Understanding AI models and algorithms
• AI Ecosystem and Tools
Survey of AI tools for DBAs
Introduction to Azure ML Server
Comparison with other AI platforms
• AI Architecture for DBAs
Components of AI architecture
Data pipelines and data management
Integrating AI with existing database systems
• Operationalizing AI Models
Stages of deploying AI models in production
Best practices for model management
Continuous monitoring and updating of models
• AI Support Skills for DBAs
Data preparation and feature engineering
Model evaluation and validation techniques
Collaborating with data scientists and AI engineers
• Case Studies and Practical Applications
Real-world examples of AI in database environments
Hands-on exercises with Azure ML Server
Exploration of case studies in different industries
• Future Trends and the Evolving Role of DBAs in AI
Emerging AI technologies for databases
How AI is shaping the DBA profession
Preparing for future AI developments
• Capstone Project
Designing and deploying an AI solution using Azure ML Server
Presentation and peer review of projects

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Subjects

Conference Talks