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⚡ AI Lessons
Medium · RAG
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Seasonality-Aware Log Anomaly Detection
Replacing hand-tuned static thresholds with a self-calibrating, per-pattern, time-of-day-aware alerting pipeline — using percentiles, a… Continue reading on Med
Medium · RAG
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Snowflake’s one-page SEC demo treats structured filings as text
Reading the Cortex one-pager, and why this is the textbook example of treating structured data as text. Continue reading on Data Science Collective »
Medium · RAG
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
From Reporting to Reasoning: Can Existing Data Models Support GenAI?
I spent many years building Data Warehouses and Data Lakes for descriptive analytics — systems designed to answer what happened… Continue reading on Medium »
Medium · RAG
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
# I Built a System That Scores Oil Company Climate Claims Against NGO Evidence.
Out of 710 climate pledges that major oil companies made in 2021, how many were actually kept? Continue reading on Medium »
Medium · RAG
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
The DAG Was Perfect. The Documentation Still Missed the Point.
A practitioner building auto-documentation for data pipelines posted an honest observation on Hacker News. They switched from plain text… Continue reading on Me
Medium · RAG
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
The Data Engineer’s Roadmap to Becoming AI-Infrastructure Ready
19 years of building data platforms taught me what GenAI actually needs to work. Most teams are missing the foundations. Continue reading on Medium »
Medium · RAG
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Mastering Modern Hiring Demonstration: Using Docling and PostgreSQL by Bob to Build a Local…
This blog post’s idea is to explore how to bridge the gap between traditional relational data and unstructured documents to create a… Continue reading on Medium
DeepCamp AI