Build Your Own AI SQL Assistant ๐Ÿ”ฅ | NLP to SQL Project for Beginners (IPL Dataset)

Arivi by HCL GUVI ยท Beginner ยท๐Ÿ“ ML Fundamentals ยท5h ago
NLP to SQL Explained for Beginners | Query IPL Data Using AI | Full Tutorial ๐Ÿš€ In this video, you will learn how NLP (Natural Language Processing) can be used to convert normal human language into SQL queries using AI. Using real IPL cricket data, we will build a beginner-friendly NLP to SQL project step by step and understand how AI can read questions like: ๐Ÿ‘‰ โ€œWho scored the most runs in IPL 2025?โ€ ๐Ÿ‘‰ โ€œWhich team won the most matches?โ€ ๐Ÿ‘‰ โ€œShow top 5 batsmen by strike rateโ€ โ€ฆand automatically generate SQL queries from them. This tutorial is explained in a simple and easy-to-understand way, making it perfect for beginners, students, and anyone interested in AI, Data Science, or Generative AI projects. This project is also ideal for college mini projects and final year projects. โœ… What is covered in this NLP to SQL tutorial? ๐Ÿ”น What is NLP (Natural Language Processing) ๐Ÿ”น What is SQL and why databases matter ๐Ÿ”น How AI converts text into SQL queries ๐Ÿ”น Understanding structured data using IPL dataset ๐Ÿ”น Connecting Python with SQL database ๐Ÿ”น Using AI / LLMs for Text-to-SQL generation ๐Ÿ”น Querying IPL data using natural language ๐Ÿ”น End-to-end real-time demo project ๐Ÿ”น Beginner-friendly Data Science + AI tutorial ๐Ÿ”น How to use this as a college project ๐ŸŽฏ Who should watch this video? Beginners learning AI & Data Science Students learning SQL & Python College students (CS / IT / AI / Data Science) Anyone interested in Generative AI projects Students looking for mini project ideas ๐Ÿ‘‰ After watching this video, you will clearly understand how NLP to SQL works and how AI can interact with databases using natural language. ๐Ÿ“„ Get Project Resources PDF Fill this quick form and get all project resources: Colab code, dataset, and PPT. ๐Ÿ‘‰ Get PDF here: https://forms.gle/LFSQBUymaNZttS6B9 ๐ŸŽ“ Upcoming HCL GUVI Webinars โ€” Register Free ๐ŸŒ Webinar Link: https://link.guvi.in/N2Ke1 โœจ Expert trainers โœจ No coding required โœจ Free registration โœจ Learn from industry exp
Watch on YouTube โ†— (saves to browser)
Sign in to unlock AI tutor explanation ยท โšก30

Related AI Lessons

โšก
NSFW Detection: API vs NudeNet for Content Moderation
Learn to compare API and NudeNet for NSFW detection in content moderation and choose the best approach for your platform
Medium ยท Machine Learning
โšก
The Nightmare of Heterogeneous Data: Building an Invariant Preprocessing Pipeline for Digitalโ€ฆ
Learn to build an invariant preprocessing pipeline to tackle heterogeneous data in digital applications
Medium ยท Machine Learning
โšก
Python Mutable and Immutable Objects โ€” Explained Simply
Learn the difference between mutable and immutable objects in Python and how to work with them effectively
Medium ยท Python
โšก
Ditch Kaggle for a Secondโ€ฆ Your Data Projects Need Better Context, Not Just Better Models
Learn why Kaggle projects may not be enough for real-world data science applications and how to add better context to your data projects
Medium ยท Machine Learning
Up next
Best AI Courses In 2026 | Top 5 Online Artificial Intelligence Courses | #Shorts | #Simplilearn
Simplilearn
Watch โ†’