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Text-to-SQL, explained: how a question becomes a query, and where it goes wrong

Text to SQL, also called natural language to SQL, takes a question such as "How many orders did we ship last month?" and turns it into a query a database can run. A language model writes the SQL, but

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Cruxtab Technologies Pvt. Ltd.5d ago · 3 min read

Choosing Analytics Date Ranges Without Misleading Users

An analytics dashboard can display accurate calculations and still confuse users if its reporting periods are inconsistent. For example, a revenue card may use the last 30 days while a performance tab

cruxtab-technologies.hashnode.dev

Dalya AkramOct 19 · 15 min read

What I learned from analyzing more than 1M online retail transactions

When I started looking for a new data analysis project, I didn’t want another small and already-clean dataset where I could immediately tell what charts I was supposed to make. I wanted something clos

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George EzejioforOct 16 · 40 min read

Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)

Self-Hosted Databricks Alternative: Homelab Data Lakehouse Part of the homelab build series. Trino, Apache Iceberg, Project Nessie, dbt, Spark, MLflow and OpenMetadata on RKE2, with highly available s

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Future Tech Career HubOct 17 · 7 min read

Data Analytics Is More Than Dashboards: A Practical Guide to Making Better Decisions

A dashboard can show that revenue has declined, customer engagement has changed, or operational costs have increased. But the numbers alone rarely explain what happened or what a business should do ne

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Oglas AIOct 12 · 8 min read

AI Search Optimization for UAE Businesses: Technical SEO, Automation & AI Dashboards

People discover businesses through search engines, AI-assisted answers, industry articles, and conversational tools. For UAE businesses, the challenge is to communicate expertise clearly and turn rele

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Oglas AIOct 5 · 11 min read

Your Business Has Data. But Is It Ready for AI? A Technical Guide to Data Readiness and Business Intelligence

Most businesses do not have a data shortage. They have ERP records, CRM activity, finance data, spreadsheets, HR systems, sales reports, operational databases, customer interactions, documents, and ye

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KPI PartnersOct 1 · 7 min read

Building a Marketing Analytics Layer for Salesforce: From Campaign Data to Decision-Ready Metrics

A marketing analytics layer for Salesforce is a governed data model that sits between raw source data and the dashboards people use. It extracts campaign, campaign member, lead, opportunity, and attri

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KPI PartnersSep 29 · 7 min read

Building a Project Analytics Layer for Oracle Fusion Cloud Project Management

A project analytics layer for Oracle Fusion extracts project, cost, commitment, budget, forecast, revenue, billing and resource data in bulk, lands it in a data platform, models it into facts and dime

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KPI PartnersSep 23 · 10 min read

Building a Procurement Analytics Layer for Oracle Fusion Cloud: From Transaction Data to Decision-Ready Metrics

A procurement analytics layer for Oracle Fusion Cloud sits between the ERP and your BI tools. It extracts procurement transactions, models them at a declared grain into facts and conformed dimensions,

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Text-to-SQL, explained: how a question becomes a query, and where it goes wrong

Choosing Analytics Date Ranges Without Misleading Users

What I learned from analyzing more than 1M online retail transactions

Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)

Data Analytics Is More Than Dashboards: A Practical Guide to Making Better Decisions

AI Search Optimization for UAE Businesses: Technical SEO, Automation & AI Dashboards

Your Business Has Data. But Is It Ready for AI? A Technical Guide to Data Readiness and Business Intelligence

Building a Marketing Analytics Layer for Salesforce: From Campaign Data to Decision-Ready Metrics

Building a Project Analytics Layer for Oracle Fusion Cloud Project Management

Building a Procurement Analytics Layer for Oracle Fusion Cloud: From Transaction Data to Decision-Ready Metrics