Text-to-SQL Courses and Certifications

Build a Text-to-SQL Agent for Smarter Database Queries

Discover how to build an AI agent that transforms natural language into SQL queries, connecting text with databases for automated query generation and improved efficiency.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Databricks

Bringing Text-to-SQL to Business Intelligence Production in Large Enterprises

Explore Text-to-SQL implementation in large enterprises, focusing on model selection, fine-tuning, and performance optimization for accurate natural language querying in business intelligence contexts.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Spring I/O

Text-to-SQL: Chat with a Database Using Generative AI

Explore cutting-edge Text-to-SQL conversion using Spring Boot and Spring AI APIs. Learn to bridge natural language processing with database interaction through advanced Generative AI techniques.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Data Council

Text-to-SQL Is Not the Answer: How to Effectively Use AI for Analytics

Explore why AI complements rather than replaces BI practices in analytics workflows, with insights on effectively integrating natural language interfaces alongside traditional dashboards.

• YouTube
• 31 minutes
• On-Demand
• Free Video

AWS Events

Learn How to Build Intelligent E-commerce Support and an AI-Powered Text-to-SQL Chatbot

Master building intelligent e-commerce support systems and AI-powered text-to-SQL chatbots using AWS cloud services and machine learning technologies.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

AWS Events

Fidelity Investments - Text-to-SQL for Data Analytics at Enterprise Scale

Explore Fidelity's enterprise Text-to-SQL AI solution enabling natural language database queries, covering architecture, optimization, and validation frameworks.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Coursera

Queries with OpenAI: Translate Natural Text to SQL

Translate natural language to SQL queries using OpenAI GPT. Build a tool to convert user questions into database queries for real-world data insights.

• Coursera
• 2 hours 52 minutes
• On-Demand
• Paid Course

Summarize Text using SQL and LLMs in BigQuery ML

Explore text summarization and language identification of GitHub repos using Vertex AI Large Language Model and SQL in BigQuery ML.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Snowflake Microcredential

Snowflake Generative AI

68 ratings at Coursera

Discover how to build AI applications with Snowflake, learning prompt engineering, fine-tuning foundation models, implementing Text-to-SQL, and creating RAG applications for structured and unstructured data.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Snowflake

Building Generative AI Apps to Talk to Your Data

13 ratings at Coursera

Discover how to build conversational AI applications that let users interact with structured and unstructured data using natural language, leveraging Snowflake Cortex for search and analysis capabilities.

• Coursera
• 5 hours 57 minutes
• On-Demand
• Paid Course

Elvis Saravia

LLM News: Llama 3.1, Self-Improving Agents, and Recent AI Developments

Explore latest AI advancements: Llama 3.1, self-improving agents, text-to-SQL, multi-LLM systems, and GPT-4 fine-tuning. Stay updated on cutting-edge developments in machine learning and artificial intelligence.

• YouTube
• 18 minutes
• On-Demand
• Free Video

1littlecoder

Building Local AI Agents with DeepSeek R1 and SmolAgents - A Tutorial

Learn to build local AI agents using DeepSeek R1 Distill and SmolAgents, including a basic agent and text-to-SQL implementation with LMStudio for local model serving.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Data Science Festival

Scaling Analytical Capabilities for Increasing Client Demand

Explore how NatWest Boxed leverages LLMs to create a text-to-SQL product, democratizing data access and scaling analytical capabilities to meet growing client demands.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Solving Hard Problems When Data is Small - A Case Study with Semantic Parsing

Learn techniques for solving challenging NLP problems with limited data, focusing on cross-domain text-to-SQL semantic parsing. Explore model architecture, training deep transformers, and effective data augmentation strategies.

• YouTube
• 50 minutes
• On-Demand
• Free Video

MLOps.community

LLMs in Focus: From One-Size-Fits-All to Verticalized Solutions - MLOps Podcast #196

Explore the evolution of LLMs from general to specialized models, focusing on enterprise applications, data analytics, and the future of AI in solving complex challenges.

• YouTube
• 55 minutes
• On-Demand
• Free Video