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Build a Text-to-SQL System: A Guide to Replicating Pinterest’s Approach
by Harsh Mishra on October 4, 2025 at 9:25 am
Data is essential for modern business decisions. Many employees, however, are unfamiliar with SQL. This creates a bottleneck between questions and answers. A Text-to-SQL system solves this problem directly. It translates simple questions into database queries. This article shows you how to build a SQL generator. We will follow the ideas from Pinterest’s Text-to-SQL engineering […] The post Build a Text-to-SQL System: A Guide to Replicating Pinterest’s Approach appeared first on Analytics Vidhya. […]
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Optimizing Retail Demand Forecasting with Advanced Time-Series Feature Engineering in SQL and Python
by Riya Bansal on October 4, 2025 at 9:23 am
Imagine it’s Black Friday morning, and your flagship store is sold out of the hottest item of the season by 10 AM, while your warehouse is filled with items that nobody wants. Sound familiar? In today’s retail market, producing accurate demand forecasts is not only desirable; it is what separates profit from loss. Simple moving […] The post Optimizing Retail Demand Forecasting with Advanced Time-Series Feature Engineering in SQL and Python appeared first on Analytics Vidhya. […]
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Data-Driven Hiring: Leveraging Workday with Analytics Platforms
by Naveen Kolli on October 3, 2025 at 1:13 pm
Data has become critical for candidate shortlisting, employee management, and planning several tasks related to workforce management. Tracking attrition trends, performance monitoring, and maintaining workforce diversity are some other tasks where data plays an important role. Workday, a popular enterprise HR system, can be easily integrated with data-based tools for data-driven hiring. However, Workday has […] The post Data-Driven Hiring: Leveraging Workday with Analytics Platforms appeared first on Analytics Vidhya. […]
