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Course Outline
Introduction to AI-Augmented SQL
- Overview of AI integration in data systems
- Evolution from traditional SQL to AI-assisted querying
- Key enterprise use cases and benefits
Understanding LLMs in SQL Context
- How LLMs interpret and generate structured queries
- Comparison of GPT, LlaMA, DeepSeek, Qwen, and Mistral for SQL applications
- Fine-tuning models for database interaction
Natural Language to SQL (NL2SQL) Systems
- Architectures and approaches for NL2SQL
- Building and deploying text-to-SQL pipelines
- Evaluating query accuracy and user intent
AI-Assisted Query Optimization
- Using AI to detect and correct inefficient queries
- LLM-based query rewriting for performance
- Integrating AI optimization into PostgreSQL and SQL Server
Security, Governance, and Auditability
- Controlling access to AI-generated queries
- Ensuring explainability and compliance
- Implementing AI governance in enterprise data systems
LLM Integration and Orchestration
- Connecting SQL engines with AI APIs
- Using frameworks such as LangChain and LlamaIndex
- Deploying AI components in hybrid and cloud architectures
Practical Implementation Labs
- Setting up AI-SQL connections and test environments
- Creating and evaluating AI-generated queries
- Measuring performance improvements with AI optimization
Future Trends and Enterprise Adoption Strategies
- AI-native database systems and SQL evolution
- Integration with data lakes, BI tools, and pipelines
- Building internal AI query assistants for organizations
Summary and Next Steps
Requirements
- An understanding of SQL fundamentals
- Experience with database administration or data engineering
- Basic knowledge of AI or machine learning concepts
Audience
- Data engineers and database administrators
- Enterprise architects and analytics leads
- AI integration and platform engineering teams
21 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from £5700 online delivery, based on a group of 2 delegates, £1800 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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